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Release 2022-04 follow-up #1126

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stonebig opened this issue Oct 23, 2022 · 28 comments
Closed

Release 2022-04 follow-up #1126

stonebig opened this issue Oct 23, 2022 · 28 comments
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2022-04 Python-3....

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@stonebig
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stonebig commented Oct 23, 2022 •
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release: december 2022

Wanted:

  • Infrastructure:
    • cPython-3.11.1,
    • Spyder with ipython-8 support,
    • more pyodide examples that work in dot
  • Experimental:
    • coudn't resist; an alpha Windows python-3.9.10nogil version (based on nogil of December 22nd 2022)

Focus:

  • python-3.11.1 stack
  • infrastructure work:
    • more clean-up on register/unregister code,
    • modernize internal code:
      • from os.path to pathlib.Path
      • from '%s' to f-string
      • partial black 22.12 formating
    • less Qt need
    • more pyarrow/duckdb/rust/polars/wasm/web,
  • simplify more building steps:
    • winpython on-the-fly wheel creation to move out of make.py ...,
    • ... to allow later move away from setup.py,
    • ... old on-the-fly building-from-setup.py is no more a valid assumption, lot of old feature to remove from wppm,

Postponed:

  • Numba and Torch in Python-3.11,
  • Jupyterlab-4 with RISE (was optimistic)
  • modernize internal code:
    • remove py3compat
    • full black 22.12 formating
  • simplify more building steps:
    • winpython on-the-fly wheel creation to move out of make.py ...,
    • ... to modernize from setup.py to pyproject.toml,
      -as even building-from-setup.py is no more a valid assumption, should remove some legacy wppm code,

Hopes/Wishes for 2023:

  • simpler/simplified maintenance of WinPython,
  • micromamba initiative to look at
  • speed-up movement do aggregate on pushing cPython:
  • Pyodide/Pyscript.net/Jupyterlite allow Python Stack to be everywhere,
@stonebig
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stonebig commented Oct 23, 2022 •
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audit-trail

  • FIX: via ControlPanel registering
  • spyder-5.4.0
  • CLEANUP: remove os.path legacy on associate.py and controlpanel.py

b1 (2022-11-13)

  • test python-3.12.0a2:
    • 5% quicker on sudoku (but variation in 30% range)
    • 2% quicker on sqlite_bro test (can be SQLite-3.39.4 vs 3.38.4)
  • guiqwt for python3.11
  • remove osp legacy from wppm.py
  • remove osp legacy from utils.py

b2 (2022-11-20)

  • remove osp legacy from config.py
  • remove osp legacy from qthelpers.py
  • remove osp legacy from disthelpers.py
  • remove osp legacy from diff.py
  • remove osp legacy from setup.py
  • remove osp legacy from test.py
  • remove osp legacy from make.py
  • finalise pathlib transition: remove osp commented lines after further checks

b3 (2012-11-27: end of pathlib transition)

  • spacy for python-3.11
  • modernize the code to f-string
  • nodejs-18.12.1
  • python-3.10.9, python-3.11.1, python-3.12.0a3
  • a bit of black-22.12
  • mpmath
  • msvc_runtime-14.34.31931

b4 (2012-12-11)

  • refresh pyscript examples: py-terminal , display()
  • nogil39 look ... no eco-system on windows, but would be equivalent to PyPy-3.9 on linux.
  • nogil39 test ... looks about twice slower than python-3.9.10 standard .... but it works, so can improve
  • playing with customised jupyterlite https://stonebig.github.io/my-demo/lab/index.html ... WebPython (or similar) looks only 6 month away
  • sudoku threading speed test in docs\pystudies ...
  • small tweaks ?

rc (2022-12-31)

  • Spyder-5.4.1 has some annoying little bugs that were reported per WinPython users or directly to Spyder:
    • WPy64-31101: ValueError: AST node line range (x,1) during runcell() in Spyder
    • Failed to render rich text help in Python 3.11 (an overdue fix to spyder-kernel)
    • spyder-5.4.1 not show completions when only a dot is written next to a module
    • Fix restoring current cursor line after autoformat takes place (Editor)
    • spyder-5.4.2 to get all fixes... but generate chain forced updates:
      • it's still tricky to interpret pip doing infinite circles to resolve contraints
      • less slow way so far, seem:
        • pip install a_package==x.y.z version over previous working set and look at fail messages,
        • pip check ==> b_package not compatible version
        • wppm -r b_package -l 1 for incompatible constraints root-causing
    • downgrade to jupyter-server-1.23.5 to keep classic notebook and rise working one last time

rc2 (2023-01-0x)

after:

  • bokeh 3.0 when panel becomes compatible (only january 2023 ?)
  • Jupyterlab-4.0 beta when RISE becomes compatible

@stonebig stonebig pinned this issue Nov 6, 2022
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stonebig commented Nov 13, 2022 •
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b1 (2022-11-13)

Changes from WinPython 2022-03:

  • Infrastructure:
    • fix the unfortunately broken register/un-register options from ControlPanel
    • internal Python clean-up: Pathlib, f-strings
  • New Packages:
  • Upgraded Packages:
    • spyder-5.4.0
    • matplotlib-3.6.2
  • variation per version:

Next Build Effort:

  • more internal clean-up
  • more python-3.11 wheels
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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025c01bd7b191a3b2b3a0c7a3a26feb7 1e3455405d2cb121eddec962b8fc451c6621c9fb b0122015d374e621c6f56302e4b731ba82f8544f37eb39cca53598e99bfaf321 Winpython64-3.10.8.1dotb1.exe 27 467 710 Bytes a3cd7aa01a801a9d794d299137bfb58821959850ed148eb8774033404bfbbfc7
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WinPython 3.10.8.1

The following packages are included in WinPython-64bit v3.10.8.1 b1.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.8 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.1 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.3 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.1 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.2.20221113 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

WinPython 3.11.0.2

The following packages are included in WinPython-64bit v3.11.0.2 b1.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.2.dev1339 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.2.20221113 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

@RoyiAvital
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I really think moving to micromamba will make things much easier to maintain.
It will also automatically allow users to update Python itself.

@stonebig
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stonebig commented Nov 20, 2022 •
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b2 (2022-11-20)

Changes from WinPython 2022-04 b1:

  • Infrastructure:
    • more os.path replacement per modern pathlib
    • a Winpython build for python-3.12.0a2 (to follow speed-up progress)
  • New Packages:
    • guiqwt-4.3.1 for Python3.11
  • Upgraded Packages:
    • duckdb-0.6.0, numpy-1.23.5, fastapi-0.87.0
    • numba-0.56.4,
  • variation per version:

Areas of particular interest for testers:

  • checking the os.path cleanup doesn't break things
  • python-3.12.0a2 for curious ones (maybe 5% speed-up at most so far)

Next Build Effort:

  • more internal clean-up
  • more python-3.11 wheels
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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WinPython 3.11.0.2

The following packages are included in WinPython-64bit v3.11.0.2 b2.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.2.20221120 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.11.0.2

The following changes were made to WinPython-64bit distribution since version 3.11.0.1.

Python packages

New packages:

  • docstring_to_markdown 0.10 (On the fly conversion of Python docstrings to markdown)

  • guiqwt 4.3.1 (guiqwt is a set of tools for curve and image plotting (extension to PythonQwt))

  • pylint_venv 2.3.0 (pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.)

Upgraded packages:

  • aiofiles 0.8.0 → 22.1.0 (File support for asyncio.)

  • dash 2.6.2 → 2.7.0 (A Python framework for building reactive web-apps. Developed by Plotly.)

  • dask_labextension 5.3.0 → 6.0.0 (A Jupyter Notebook server extension manages Dask clusters.)

  • datasette 0.62 → 0.63.1 (A tool for exploring and publishing data)

  • duckdb 0.5.2.dev1339 → 0.6.0 (DuckDB embedded database)

  • fastapi 0.85.1 → 0.87.0 (FastAPI framework, high performance, easy to learn, fast to code, ready for production)

  • flake8 4.0.1 → 5.0.4 (the modular source code checker: pep8, pyflakes and co)

  • flit 3.7.1 → 3.8.0 (A simple packaging tool for simple packages.)

  • flit_core 3.7.1 → 3.8.0 (Distribution-building parts of Flit. See flit package for more information)

  • guidata 2.3.0 → 2.3.1 (Automatic graphical user interfaces generation for easy dataset editing and display)

  • holoviews 1.15.1 → 1.15.2 (Stop plotting your data - annotate your data and let it visualize itself.)

  • jinja2 3.0.3 → 3.1.2 (A small but fast and easy to use stand-alone template engine written in pure python.)

  • matplotlib 3.6.0 → 3.6.2 (Python plotting package)

  • mccabe 0.6.1 → 0.7.0 (McCabe checker, plugin for flake8)

  • mypy 0.982 → 0.990 (Optional static typing for Python)

  • nbclassic 0.4.7 → 0.4.8 (Jupyter Notebook as a Jupyter Server Extension.)

  • networkx 2.8.7 → 2.8.8 (Python package for creating and manipulating graphs and networks)

  • numpy 1.23.4 → 1.23.5 (NumPy is the fundamental package for array computing with Python.)

  • pip 22.3 → 22.3.1 (The PyPA recommended tool for installing Python packages.)

  • pycodestyle 2.8.0 → 2.9.1 (Python style guide checker)

  • pydeck 0.7.1 → 0.8.0 (Widget for deck.gl maps)

  • pyflakes 2.4.0 → 2.5.0 (passive checker of Python programs)

  • python_lsp_server 1.5.0 → 1.6.0 (Python Language Server for the Language Server Protocol)

  • pywin32 304.0 → 305 (Python for Window Extensions)

  • qstylizer 0.2.1 → 0.2.2 (Stylesheet Generator for PyQt{4-5}/PySide{1-2})

  • qtconsole 5.3.2 → 5.4.0 (Jupyter Qt console)

  • qtpy 2.2.1 → 2.3.0 (Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.)

  • spyder 5.3.3 → 5.4.0 (The Scientific Python Development Environment)

  • spyder_kernels 2.3.3 → 2.4.0 (Jupyter kernels for Spyder's console)

  • sqlite_utils 3.29 → 3.30 (CLI tool and Python utility functions for manipulating SQLite databases)

  • starlette 0.20.4 → 0.21.0 (The little ASGI library that shines.)

  • uvicorn 0.19.0 → 0.20.0 (The lightning-fast ASGI server.)

  • websocket_client 1.4.1 → 1.4.2 (WebSocket client for Python. hybi13 is supported.)

  • wheel 0.37.1 → 0.38.4 (A built-package format for Python)

  • winpython 5.1.20221030 → 5.2.20221120 (WinPython distribution tools, including WPPM)

  • xarray 2022.10.0 → 2022.11.0 (N-D labeled arrays and datasets in Python)

Removed packages:

  • flask_compress 1.13 (Compress responses in your Flask app with gzip.)

@stonebig
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stonebig commented Nov 27, 2022 •
edited
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b3 (2012-11-27: end of pathlib transition)

Changes from WinPython 2022-04 b2:

  • Infrastructure:
    • pathlib transition finished, remove os.path commented lines
  • New Packages:
    • ipydatagrid
    • maturin, pyarrow for Python3.11
  • Upgraded Packages:
    • pandas-1.5.2, hvplot-0.8.2, polars-0.15.1
  • variation per version:
    • python-3.11 still miss numba and pytorch stacks.

Areas of particular interest for testers:

  • checking internal cleanup didn't break things
  • python-3.12.0a2 for curious ones (maybe 5% speed-up at most so far)

Next Build Effort:

  • little more internal clean-up
  • more python-3.11 wheels
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WinPython 3.10.8.1 b3

The following packages are included in WinPython-64bit v3.10.8.1 b3.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.8 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.11.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.11.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.13 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.4 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.1 Python's forecast::auto.arima equivalent
polars 0.15.1 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.13.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.13.0 An audio package for PyTorch
torchvision 0.14.0 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.2.20221127 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

WinPython 3.11.0.2 b3

The following packages are included in WinPython-64bit v3.11.0.2 b3.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.11.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.11.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.13 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.15.1 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.2.20221127 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

@hiccup7
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hiccup7 commented Dec 9, 2022

PyPy v7.3.10 has been released: https://www.pypy.org/posts/2022/12/pypy-v7310-release.html
Please build an updated PyPy3.8 using the packages from the archived Gohlke page.

Your last PyPy3.8 did not include the mpmath package, perhaps because the gmpy2 optional dependency is not available for PyPy. mpmath is pure Python and supports PyPy, and it works without gmpy2 installed (just slower). Please include mpmath.

@stonebig
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Contributor Author

stonebig commented Dec 11, 2022 •
edited
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b4 (2012-11-27: end of refresh)

Changes from WinPython 2022-04 b2:

  • Infrastructure:
    • python-3.10.9, python-3.11.1, python-3.12.0a3
    • nodejs-18.12.3
    • black formatting
  • New Packages:
  • Upgraded Packages:
  • variation per version:
    • python-3.11 still miss numba and pytorch stacks.

Areas of particular interest for testers:

Next Build Effort: rc

  • minimal tweaks, if necessary
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WinPython 3.10.9.0

The following packages are included in WinPython-64bit v3.10.9.0 b4.

Tools

Name Version Description
Nodejs v18.12.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.19.2 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.9 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.12.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.11.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.11.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.13 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.17.1 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 5.1.0 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.34.31931 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.4 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.2 Python's forecast::auto.arima equivalent
polars 0.15.2 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 24.0.1 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.13.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.13.0 An audio package for PyTorch
torchvision 0.14.0 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.3.20221211 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

WinPython 3.11.1.0

The following packages are included in WinPython-64bit v3.11.1.0 b4.

Tools

Name Version Description
Nodejs v18.12.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.19.2 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.1 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.12.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.11.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.11.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.2 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.13 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.17.1 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 5.1.0 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.34.31931 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.9 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.2 Python's forecast::auto.arima equivalent
polars 0.15.2 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.6.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.3 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0 The Scientific Python Development Environment
spyder_kernels 2.4.0 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.3.20221211 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

@stonebig
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stonebig commented Dec 11, 2022 •
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PyPy v7.3.10 has been released: https://www.pypy.org/posts/2022/12/pypy-v7310-release.html Please build an updated PyPy3.8 using the packages from the archived Gohlke page.

Your last PyPy3.8 did not include the mpmath package, perhaps because the gmpy2 optional dependency is not available for PyPy. mpmath is pure Python and supports PyPy, and it works without gmpy2 installed (just slower). Please include mpmath.

If it's not problematic in your context, maybe try PyPy via anaconda, you shall be better served that way, now.
The loss of Cgohlke wheels is hard to compensate for PyPy.

@hiccup7
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hiccup7 commented Dec 12, 2022

Anaconda has no PyPy installer that contains the most popular packages. My PC is offline, so downloading and installing all the individual packages is a big task. Many packages I use are not available for Anaconda PyPy (not in the 1000+ packages). However, they are available as pip wheels. So WinPython PyPy3.8 works much better for me.

@hiccup7
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hiccup7 commented Dec 28, 2022

Spyder v5.4.1 supports IPython 8, and it looks very close to release. Are you waiting for this before releasing WinPython 2022-04? I hope so.

@stonebig
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stonebig commented Dec 28, 2022 •
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The year 2022 in review:

  • Pushing for Python speed:
    • PyPy 'JIT' way
      • PyPy-3.8 WinPython made in may 2023: slow on interactive work, 2x faster on some tricky programs.
      • PyPy-3.9 arrived 4 month after Cgohlke PyPy scientific WheelShop provider ceased activities.
      • PyPy-3.9 looks about 10% faster than PyPy-3.8 (previous), and 9 month for PyPy to walk 1 year of cPython.
    • cpython-3.11 'standard track' way:
      • python-3.11 is about 20% faster for pure Python. This will encourage 'cloud' sponsors to continue the speed-up effort.
      • python-3.12.0.a3 is about 3% faster.
      • python-3.13 shall get some JIT
    • loosing Cgohlke scientific WheelShop provider means the loss of MKL integration, via pip.
  • Pushing the envelop:
    • pyscript/pyodide: (32bits)
      • examples provided in docs,
      • still moving too much
    • jupyterlite/pyodide: (32bit)
    • pyodide over Python-3.11 and the urllib/requests patches shall make pyscript & jupyterlite two "hits" in 2023.
  • WinPython sustainability:
    • modernised code to f-string and pathlib,
    • managed menu integration and package navigation via wppm, without Qt interface
    • still need to simplify build and further legacy to drop.
  • WinPython 2023 cristal ball:
    • a jupyterlite flavor,
    • micromamba seems unavoidable in jupyterlite & pyscript 2023
    • more interest in nogil (multi-thread) , as it's a 10x speed-up promise if its PEP is adopted

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Spyder v5.4.1 supports IPython 8, and it looks very close to release. Are you waiting for this before releasing WinPython 2022-04? I hope so.

waiting for it

@RoyiAvital
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What's new about iPython 8?

I think for 2023 you really should consider the move to MicroMamba.

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stonebig commented Dec 28, 2022 •
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What's new about iPython 8?

I think for 2023 you really should consider the move to MicroMamba.

Ipython 8 is about keeping in synchronisation with the rest of Python Web Stack moves.
it's same for Numpy, the most modern one supported per Numba, to benefit of 'array' stack moves (pyarrow, polars, duckdb, ..)

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stonebig commented Dec 28, 2022 •
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What's new about iPython 8?

I think for 2023 you really should consider the move to MicroMamba.

it's slowly invading the Cristal Ball.

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stonebig commented Dec 29, 2022 •
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inter-thread (2022-12-29) : a nogil WinPython.

Experimenting "nogil" performance on Windows.

Nogil is the extraordinar experimental fork of standard cpython that removes "GIL" limitation.

Promise in theory (on linux), multi-thread "pure python with no I/O" programs:

  • instead of scaling per ZERO by using threads, your program speeds-up per the number of threads (up to your number of "real" cpus),
  • there is nearly no mono-thread penalty (below 10%).

On a personal test on a old intel cpu 2cpu/4threads Windows 10, with nogil python of 2022-12-22:

  • running in "notebooks\docs" the sudoku_thread_perf_comparison.py program gives
    • on Python-3.9.10 nogil of 2022-12-22:
      image
    • on a normal python-3.9.10:
      image

So on Windows, with nogil python of 2022-12-22:

  • nogil scales as for linux exactly to the number of cpu (2 normal + 2 hyperthread means in general 2.2 cpus)
  • but the current mono-thread penalty is about 50% versus standard Python, on Windows.
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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e8e342466b91469fd8aed6308077e6f8 5bd8998624b331e772c73ec19ee07692f537b696 14056b679f950bd4fcc6ce61264d1ab56059c2295c1867bb6fa3b16a0b415d48 python-3.9.10.amd64.zip 34 786 382 Bytes d71ef3cd36bd0f58f4201d4eb524af727e3185f378ab36a2b69e549285f24f63

https://github.com/winpython/winpython/releases/tag/5.3.20221226

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stonebig commented Dec 31, 2022 •
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rc (2022-12-31)

Changes from WinPython 2022-04 b4:

  • Infrastructure:
  • New Packages:
  • Upgraded Packages:
    • Spyder-5.4.1, Holoviews1.15.3, seaborn-0.12.2
  • variation per version:
    • python-3.11 still miss numba and pytorch stacks.

Areas of particular interest for testers:

  • spyder-5.4.1 is ok, allows at last Ipython-8
  • no bad miss
MD5 SHA-1 SHA-256 Binary Size SHA3-256
5d6c22345a952affe1266a92abf14ceb 7ba4581efb578247ba3ee2d998162135e3ef83b3 7c61728acb13954ba862348116676c30617aec8fc45536fa882c9b0dd9278eda Winpython64-3.10.9.0dotrc.exe 27 467 759 Bytes b1a6760c984ccdbd13df31c742bf6dbb2b5246f617781f313e2db843dc6d89ff
ba3268df9d7e5206dee6b7a42dbab8a7 214ebb0110df945f37be8ff884447103b69d7d70 49738ff219cd23cd1e96afaf2a6b8eabdcdb04575167dd46e1f132e946821326 Winpython32-3.10.9.0dotrc.exe 26 249 584 Bytes 3e39907400b728719093edb0a67213da956f243caeaaf13842faeab1b0ee9235
46a26e25ca6524ebaabfa04b390d3b91 da52d4ab1bdf923aaf36f69f5d8eeb057e8eab84 1577b72582c04fb43f2353c17d09c41f927f8a4994f33a2a6689e2558ade0204 Winpython64-3.11.1.0dotrc.exe 24 404 166 Bytes e5fa479d2d5948f0e399c08bcfe30ed088dc10d726ba2406ec22c5d65a6769f3
601ba2790b7886fd96ed188fc4fde7b7 fe7b1a28d3d3dd91c58b1d42a882db9a75f01d4b af1bd3f5a7f161c86c338feac3c561bb75e18a5e57f438c91770ef5d5e5214f7 Winpython64-3.10.9.0rc.exe 683 437 229 Bytes 9643ed278137f43f71e264b0cd266bdd04bad80cf1985150405e934b866da5a2
ef58a72e01e3cb7d0daa2e863b0799ca 3f4b912eeabf60123dd00934e6ea1878a6dfa68b 0a1fd90cfb21939a5d4f0ae42b5f8efd87f5fcf1a72b60401b454545f4b8ec8c Winpython64-3.11.1.0rc.exe 562 844 867 Bytes d9ed4120416defab5574d39f054d57881837c0b1434e9e232eb49472ff7b72e6

WinPython 3.10.9.0

The following packages are included in WinPython-64bit v3.10.9.0 .

Tools

Name Version Description
Nodejs v18.12.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.19.2 a package manager for JavaScript
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Python packages

Name Version Description
Python 3.10.9 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
asttokens 2.1.0 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.12.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.6.2 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.11.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.11.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
executing 1.2.0 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 2022.12.0 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.3 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.10.0 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.14 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.17.1 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 8.7.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.4 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 5.1.0 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.1 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.5 JupyterLab Server
jupyterlab_widgets 3.0.5 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.34.31931 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.4 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 22.0 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.2 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.3 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.2 Python's forecast::auto.arima equivalent
polars 0.15.6 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.12 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.7.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.4 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 24.0.1 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.10.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.6.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.1 The Scientific Python Development Environment
spyder_kernels 2.4.1 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.6.1 Extract data from python stack frames and tracebacks for informative displays
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.13.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.13.1 An audio package for PyTorch
torchvision 0.14.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.2.0 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.5 IPython HTML widgets for Jupyter
winpython 5.3.20221231 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

WinPython 3.11.1.0

The following packages are included in WinPython-64bit v3.11.1.0 .

Tools

Name Version Description
Nodejs v18.12.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.19.2 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.1 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
asttokens 2.1.0 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.12.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.6.2 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.11.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.11.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 1.2.0 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 2022.12.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.3 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.10.0 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.14 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.17.1 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 8.7.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.4 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 5.1.0 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.1 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.5 JupyterLab Server
jupyterlab_widgets 3.0.5 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.34.31931 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.9 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 22.0 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.2 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.3 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.2 Python's forecast::auto.arima equivalent
polars 0.15.6 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.12 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.7.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.4 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.10.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.6.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.3 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.1 The Scientific Python Development Environment
spyder_kernels 2.4.1 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.6.1 Extract data from python stack frames and tracebacks for informative displays
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.2.0 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.5 IPython HTML widgets for Jupyter
winpython 5.3.20221231 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

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stonebig commented Jan 1, 2023

happier year 2023 to everyone:

  • more knowledge, love, sharing,
  • less ignorance in this world

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stonebig commented Jan 7, 2023 •
edited
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rc2 (2023-01-22)

Changes from WinPython 2022-04 rc:

  • Spyder stack fixes, and chain reaction of upgrade needed:
    . Spyder-5.4.2 -> spyder_kernels-2.4.2, python-lsp-server-1.7.1
    . python-lsp-server-1.7.1 -> pydocstyle-6.2.3
    . spyder_kernels-2.4.2 -> jupyter-client-7.4.9 -> tornado-6.2
    . tornado-6.2 -> distributed-2022.12.0 / dask-2022.12.0 (to allow upgrade to tornado-6.2)
    . backpedal to jupyter-server-1.23.5 to keep Jupyter Notebook + RISE working
  • Spyder-5.4.2 fixes were needed because a very bad completion bug
  • the choice to go Spyder-5.4.1 was to upgrade at last to ipython-8
  • as only some packages version were tweaked, the "dot" version are unchanged

Areas of particular interest for testers:

  • spyder-5.4.2 is ok
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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WinPython 3.10.9.0

The following packages are included in WinPython-64bit v3.10.9.0 .

Tools

Name Version Description
Nodejs v18.12.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.19.2 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.9 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
asttokens 2.1.0 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.12.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.6.2 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.12.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.12.0 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
executing 1.2.0 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 2022.12.0 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.3 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.10.0 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.14 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.17.1 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 8.7.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.4 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.4.9 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 5.1.0 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.23.5 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.1 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.5 JupyterLab Server
jupyterlab_widgets 3.0.5 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.34.31931 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.4 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 22.0 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.2 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.3 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.2 Python's forecast::auto.arima equivalent
polars 0.15.6 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.12 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.2.3 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.7.1 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.4 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 24.0.1 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.10.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.6.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.2 The Scientific Python Development Environment
spyder_kernels 2.4.2 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.6.1 Extract data from python stack frames and tracebacks for informative displays
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.13.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.13.1 An audio package for PyTorch
torchvision 0.14.1 image and video datasets and models for torch deep learning
tornado 6.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.7.1 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.2.0 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.5 IPython HTML widgets for Jupyter
winpython 5.3.20221231 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

WinPython 3.11.1.0

The following packages are included in WinPython-64bit v3.11.1.0 .

Tools

Name Version Description
Nodejs v18.12.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.19.2 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.1 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 22.1.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
asttokens 2.1.0 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.12.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3 The sweetest config system for Python
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.6.2 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.7.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.12.0 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 6.0.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.63.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.12.0 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docstring_to_markdown 0.10 On the fly conversion of Python docstrings to markdown
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.6.0 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 1.2.0 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.87.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 2022.12.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 5.0.4 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.8.0 A simple packaging tool for simple packages.
flit_core 3.8.0 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gast 0.4.0 Python AST that abstracts the underlying Python version
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.3 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.10.0 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipydatagrid 1.1.14 Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel 6.17.1 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 8.7.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.4 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.1.2 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.4.9 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 5.1.0 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.23.5 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.1 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.5 JupyterLab Server
jupyterlab_widgets 3.0.5 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.34.31931 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.9 Cython bindings for MurmurHash
mypy 0.990 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.8 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.8 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.5 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 22.0 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.2 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.2 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.3 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.2 Python's forecast::auto.arima equivalent
polars 0.15.6 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.33 Library for building powerful interactive command lines in Python
protobuf 4.21.12 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py2vega 0.6.1 A Python to Vega-expression transpiler.
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 10.0.1 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.8.0 Widget for deck.gl maps
pydocstyle 6.2.3 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.5.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pylint_venv 2.3.0 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.7.1 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.4 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 305 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.4.0 Jupyter Qt console
qtpy 2.3.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.10.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.6.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.3 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.2 The Scientific Python Development Environment
spyder_kernels 2.4.2 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.30 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.6.1 Extract data from python stack frames and tracebacks for informative displays
starlette 0.21.0 The little ASGI library that shines.
statsmodels 0.13.5 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.7.1 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.20.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.2.0 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.2 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.38.4 A built-package format for Python
widgetsnbextension 4.0.5 IPython HTML widgets for Jupyter
winpython 5.3.20221231 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.11.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

@hiccup7
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hiccup7 commented Jan 12, 2023

I prefer WinPython to Anaconda because I can easily install any of 427790 packages from pypi.org.

When you do a WinPython release, do you always use PIP to get the latest of all packages?

Spyder v5.4.2 will fix some bugs by changes to packages that are dependencies. For example, spyder-kernels and python-lsp-server. A potential problem I see is that the Spyder team is using conda, so they may forget to release some package dependencies to pypi.org for PIP users. Does the Spyder team do an automated build using PIP to ensure all packages are in pypi.org? If not, how do you ensure the WinPython build has all the package dependencies?

@RoyiAvital
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@hiccup7 , You can always install pip packages on conda environment. Since the WinPython is pseudo static set of packages, it will work great out of the box.

The main advantage of using conda packages is the access to MKL based packages. It will also bring the ability for users to create more environments. So basically nothing is lost. The base will be the out of the box WinPython and the user will be able to do other environments.

One more advantage is the ability to upgrade the Python version without breaking the environment.

@stonebig
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I prefer WinPython to Anaconda because I can easily install any of 427790 packages from pypi.org.

When you do a WinPython release, do you always use PIP to get the latest of all packages?

Spyder v5.4.2 will fix some bugs by changes to packages that are dependencies. For example, spyder-kernels and python-lsp-server. A potential problem I see is that the Spyder team is using conda, so they may forget to release some package dependencies to pypi.org for PIP users. Does the Spyder team do an automated build using PIP to ensure all packages are in pypi.org? If not, how do you ensure the WinPython build has all the package dependencies?

on the upgrades:

  • WinPython is fire & forget: a frozenset of package / stable target for education,
  • packages are also more & more upgradable, via pip currently, ... because no more cgohlke/MKL.

on the latest version of packages:

  • it tries to be latest version, when it's wise, possible, and safe.

@Xero64
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Xero64 commented Jan 21, 2023

I love WinPython for being a complete distribution for scientific Python on Windows. I know that with each release I get the latest packages tested well and working fast.

I have however been stuck on WinPython 3.10.5.0, because the newer versions don't have numpy+MKL. I looked into compiling it myself, but I am not really a software engineer and this proved to be a challenge.

I eventually stumbled across this link today which looks promising: numpy+mkl. Hopefully this is what we need for WinPython to include MKL again.

@stonebig
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stonebig commented Jan 21, 2023 •
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I love WinPython for being a complete distribution for scientific Python on Windows. I know that with each release I get the latest packages tested well and working fast.

I have however been stuck on WinPython 3.10.5.0, because the newer versions don't have numpy+MKL. I looked into compiling it myself, but I am not really a software engineer and this proved to be a challenge.

I eventually stumbled across this link today which looks promising: numpy+mkl. Hopefully this is what we need for WinPython to include MKL again.

In principle, it could be, there is even a pypy-3.9.
let see after the rc2 of 2022-04 that get the needed Spyder/Spyder-kernels/Python-lsp-server fix.

On principle, it looks like indeed Christoph Gohlke is re-creating his site under github.
... well, well, here is the full web version of it : https://www.cgohlke.com/
... let's overshoot a minute he came back to make nogil fly under windows/pip (currently it seems more gilectomic speed, for whatever reason)

@hiccup7
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hiccup7 commented Jan 21, 2023

For the WinPython release:
Maybe IPython version <= 8.7.0 due to spyder-ide/spyder#20393
Maybe IPython version < 8.0 due to spyder-ide/spyder#20407

@stonebig
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stonebig commented Jan 21, 2023 •
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For the WinPython release: Maybe IPython version <= 8.7.0 due to spyder-ide/spyder#20393 Maybe IPython version < 8.0 due to spyder-ide/spyder#20407

20393: was going to ship with ipython-8.7 ==> not impacted per first one, which would be bad otherwise.
30407: manually open the complaining file ==> a bug, but not a drama
20413: helper doesn't work well in the editor if function has the name of the package.... not a drama, a real corner case

no more Spyder blockers to me ... but now I see Jupyter Notebook is no more happy with jupyter-server-2.0.0 , so switching down to jupyter-server-1.23.5 will keep RISE working but then DASK-jupyterlab won't.

@stonebig
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On the future:

  • the return of cgohlke in MKL form may reduce the need to go to conda,
  • at same Nathaniel J. Smith, father of Trio, suggested something new : "pip install Python"

The Python community has never been so active, the expansion of Python in new domains shall continue.

@stonebig
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rc2 is re-tagged as final

WinPython 2022-04 release (January 22nd, 2023)

MD5 SHA-1 SHA-256 Binary Size SHA3-256
5d6c22345a952affe1266a92abf14ceb 7ba4581efb578247ba3ee2d998162135e3ef83b3 7c61728acb13954ba862348116676c30617aec8fc45536fa882c9b0dd9278eda Winpython64-3.10.9.0dot.exe 27 467 759 Bytes b1a6760c984ccdbd13df31c742bf6dbb2b5246f617781f313e2db843dc6d89ff
ba3268df9d7e5206dee6b7a42dbab8a7 214ebb0110df945f37be8ff884447103b69d7d70 49738ff219cd23cd1e96afaf2a6b8eabdcdb04575167dd46e1f132e946821326 Winpython32-3.10.9.0dot.exe 26 249 584 Bytes 3e39907400b728719093edb0a67213da956f243caeaaf13842faeab1b0ee9235
46a26e25ca6524ebaabfa04b390d3b91 da52d4ab1bdf923aaf36f69f5d8eeb057e8eab84 1577b72582c04fb43f2353c17d09c41f927f8a4994f33a2a6689e2558ade0204 Winpython64-3.11.1.0dot.exe 24 404 166 Bytes e5fa479d2d5948f0e399c08bcfe30ed088dc10d726ba2406ec22c5d65a6769f3
8e3fb06b4ae8e3741207bd650b62df15 3a2600c37217d9be245ec67f1a1154af282424d6 6d265a1b795d3a444a8890db114f8cd7153b41378a02bd21cb2bcd5ba431c4e3 Winpython64-3.10.9.0.exe 683 571 740 Bytes 3cef6ad93ef127063b24b112c7a4e9437878033e0dee486c5d80991c964ee860
8ba6cb889fba7bd208a36cdd123dbcb6 aa63897b18bb8bb35b236a1068501552290c24f8 7664b45097ab206828a9c1de7b03c14d622dc2bb94733075c62a6174c2252698 Winpython64-3.11.1.0.exe 562 936 337 Bytes 024c570acf8bd6a0f5ce6fad784ff6791323f984c911a81523da485bcc9432ae

@stonebig stonebig unpinned this issue Jan 29, 2023
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