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Release 2022-02 follow-up #1072

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5 tasks done
stonebig opened this issue May 1, 2022 · 33 comments
Closed
5 tasks done

Release 2022-02 follow-up #1072

stonebig opened this issue May 1, 2022 · 33 comments
Milestone
2022-02 Jupyterla...

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@stonebig
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stonebig commented May 1, 2022 •
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Release Date: july 2022

Wanted:

  • Infrastructure:
    • Cpython-3.10.5
    • PyPy-3.8 as PyPy-3.9 still not declared stable
    • a pyscript.net / pyodide panel semi-internalised experience (in docs/pyscript)
    • a 500 Mo BLAS variant: removing Torch , mkl (will be OpenBLAS instead) , and a few corner things
    • a jupyterlite internalised experience

Focus:

  • Numba-0.55.2 0.56 to upgrade to numpy-1.22
  • numpy-1.22 push to Data-API to get problematic packages (Numba, Torch, Tensorflow) sooner
  • no big progress: get Qt stack working better on PyPy: PyQtgraph, Qtconsole, Pyzo, ... Spyder
  • Drop some alternatives in BLAS variant to go down in size to 499 Mo: blis, streamlit, spacy, osgeo, pandoc ?

Hopes/Wishes for 2022:

  • Python speed contest: cPython-3.11 (x1.2), PyPy-3.10 (x4), Nogil-3.9 (x20), GraalPython-3.8 (x4), Pyjion (x1.5), Pyodide (x0.3)
  • conventions (or Pep) helps writing Python Code that JIT & multi-thread can speed up "x10"
  • Spyder can run on PySide6
  • WASM initiatives on Python (pyscript.net/pyodide/jupyterlite) opens the web and maybe the doors for Python in Excel
  • Pyodide became "awesome" with Pyodide-0.19.0 in january 2022 with this particular patch
@stonebig
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stonebig commented May 1, 2022 •
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Audit-trail:

  • FAIL: trying to get smaller numpy without mkl, and keeping scipy happy
    • numpy vanilla wheel from cgohlke doesn't please scipy, so:
    • would need to go to pip numpy wheels which is compiled with openblas,
    • apparently not sufficient to make scipy happy...
  • RETRY: using numpy and scipy wheels from pip .... and so OpenBlas
    • raw size gain = Numpy 250Mo - 14.4Mo + Scipy 18.9 - 36 Mo = 218 Mo
    • raw size gain = removing Torch+Torchaudio+TorchVision+Botorch for 150Mo + 1Mo = 151 Mo
    • ... to try:
      • Scipy not too bad on import scipy;scipy.test()
      • asked official scipy wheels for PyPy-3.8
      • statsmodels not too bad on import statsmodels;statsmodels.test()
      • reduction of wheel size: from to 783 Mo to 578 Mo (200 Mo less...)
      • WinPython_checker
      • backporting to WinPython 2022-01 if it has a 'pass' (but can't apply to PyPy because lack of scipy wheel)
  • jupyterlab-3.4.2 (Jupyterlab-4.x seems a SciPy Conference 2022 mid-july thing)
  • pyscript.net of 2022-05 / pydiode example
  • Spyder-5.3.1
  • Rich & textual
  • numba-0.55.2, now compatible with numpy-1.22.4+mkl
  • django-4.0.4, now that issue with panel is solved Panel tries to use unexpectedly Django, while executing in Jupyterlab  holoviz/panel#3484 , and so the triple example Flask/FastApi/Django works
  • 7zip-21.07 (compress 0.1% more, all things being equal ... recent zstd experiment showed 7zip remains king in WinPython use case)
  • downgrade to traitlets-5.1.1 to keep QtConsole happy (Traitlets-5.2.x seems to have teething issues)

b1 (may 29th)

  • asked remi package if it may work on pyscript,
  • inquire on size inflation: size increased per 9% because size to compress increased per 21% ??
    - pandoc.exe was included in compressed version 7 times,
    - other things ?...
    image ...
    aaaargh, forgot to remove compression experiments
    image

b1b (may 29th)

  • BLAS size reduction: Voila, streamlit, spacy, ... ?
    • removing spacy and streamlit gains a mere 16 Mo: down from 575 Mo to 559 Mo...
    • testing 7zip of pandoc.exe goes from 64Mo to 8.2 Mo, with zstd level 22 it's 8.9 Mo (so zstd still not ultra-compression ok)
  • last hope: 7zip-21.07 +tuning a little better than 19.00 (blind upgrade seems to bring 0.1% size reduction, we may gain 3% by moving from mx5 to mx7 compression, so only 20 Mo...)
  • qtconsole-5.3.1
  • cpython-3.10.5
  • two jupyterlab 'classic' panel demos,
  • preventive downoad of cgohlke cpython-3.11 wheels
  • WinPython Terminal icon launches 'Windows Terminal' (wt.exe)
  • polars (to try, looks cool rust/arrow, but 11Mo)
  • Pyside6-6.3.1

b2 (July 2nd)

rc (July 0x)

postpone:

  • PyPy-3.9 smells impossible if cgohlke wheel shop is closing
  • pyqtgraph better ? qtconsole better, pyzo better ?

@firai
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firai commented May 6, 2022

Out of curiosity, is your thinking now that OpenBLAS-built numpy would replace the MKL numpy/scipy as the default, or are you planning on releasing two versions? The size savings could be limited, as shown in your tests above, since numpy+MKL allows scipy to use the same copy of MKL, while numpy+OpenBLAS and scipy+OpenBLAS store two copies of OpenBLAS.

Just some food for thought, you may also want to consider ease-of-use before making a final decision. A number of applications, including some machine learning codes, are actually affected by the speed of numpy BLAS and LAPACK operations. For the best just-works experience for Intel users out of the box, MKL is probably the best option. Some personal anecdotal evidence shows OpenBLAS to be quite a bit slower than MKL on Intel CPUs for some applications, though I'm sure there will be people who disagree. If OpenBLAS replaces MKL as the default, instructions should probably be given for how to replace it with MKL, otherwise some questions may come in about why WinPython is slower than Anaconda.

I suppose AMD users could be crippled with MKL (the whole Matlab controversy situation still exists on the Python side), and they may benefit from BLIS/libFLAME or OpenBLAS. It's a shame BLIS/libFLAME numpy/scipy stack wheels aren't available, and it isn't easier to just switch out the whole stack at once.

@stonebig
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stonebig commented May 6, 2022 •
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Would keep both for now.

Trying to slim down is a good health exercise, and we'll see the download votes.
It helps to experiment removal of not so pertinent packages.

@stonebig stonebig pinned this issue May 7, 2022
@stonebig
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stonebig commented May 15, 2022 •
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interlude (2022-05-15): Python-3.11.0b1

Changes from Python-3.11.0a6 :

  • SQLite-3.38.3 (with json -> and ->> operators)
  • in Notebooks\docs\pyscript, example of pyscript.net use (so a medium Python distro, without any Python) ... it's alpha, but:
    • it means you have a rather FULL scientific Python stack in a web page, on any device, with notpad.exe
    • it relies on pyodide-0.20.0 at date of publish (cpython-3.10.2, except SQLite-3.27.2)
    • you can import additional "pure python" wheels to your webpage, like sqlite-utils, baresql, pygad,
MD5 SHA-1 SHA-256 Binary Size SHA3-256
167ab031f8473bd89219ac4c9177244c 2d5bab6fc79ba8cf4a2b15179a3bac3a18df35db 9d57867ef6049a719dfb3f6255e7ffc2df4c2577bb33283ad7a8e8d759d80388 Winpython64-3.11.0.0dotb1.exe 24 430 185 Bytes 9a50e7db707f6dbb92a1f77c6823526b815500b04fb22355e8448eeeb724b11c

image

image

@RoyiAvital
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Please don't remove MKL. It is much superior to OpenBLAS.

@stonebig
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The big standard MKL one will remain. but exploration on a smaller intermediate WinPython Distro will continue.

@stonebig
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stonebig commented May 28, 2022 •
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b1 (2022-05-29: Python-3.10 only)

Changes from WinPython 2022-01:

  • Infrastructure:
    • upgrade to 7zip-21.7
  • New Packages:
    • django (as now Panel package is not crashing anymore in its presence)
  • Upgraded Packages:
    • numpy-1.22, Numba-0.55.2, pyarrow-8.0
    • Bokeh-2.4.3, Panel-0.13.1, Plotly-5.8.0
    • SciPy-1.8.1, scikit-learn-1.8.1,
    • Jupyterlab-3.4.2, Spyder-5.3.1
  • variation per version:

Areas of particular interest for testers:

  • Latest Jupyterlab and Spyder improvements
  • Numpy-1.22 has the data-api interface (more "standard" future)

Next build effort:

  • can we tune again 7zip for size, (we grew 10% in size, not good), ... hum, it's the compression inquiry experiments ... 7 compressed version of pandoc.exe, 56 Mo) included, will re-spin
  • the pyscript/pyodide eco-system, if it can generate a GUI,
  • looking on PyPy-3.9 & PySide6-6.3.2 to be hoped mid june
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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77abfd1e2cd8c863318bde106c952859 bbd021a0e89002a07544cce1c071a25b451e90ca 794cfa1f492b862dac62264a9ad5d753277b368640ed919d82f3f351932ce4dd Winpython32-3.10.4.1dotb1.exe 25 995 144 Bytes 91bb528e7222689fa56fa4d3f02af97c902238d432e1a3f2e92dc6ea485f85ca
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WinPython 3.10.4.1

The following packages are included in WinPython-64bit v3.10.4.1 b1.

Tools

Name Version Description
Nodejs v16.14.2 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.5.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.4 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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 1.7.7 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 0.9.26 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.0.4 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 21.4.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.1 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 22.3.0 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 0.7.7 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 0.4.0 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.33 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 0.6.0 A collection of cache libraries in the same API interface.
cachetools 5.1.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
cookiecutter 1.7.3 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.3.3 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 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cx_freeze 6.10 create standalone executables from Python scripts
cx_logging 3.0 Python and C interfaces for logging
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.4.1 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 2022.5.2 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.2.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.1.22 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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.0 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 1.6.0 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 0.3.4 Distribution utilities
distributed 2022.5.2 Distributed scheduler for Dask
django 4.0.4 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
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
fast_histogram 0.10 Fast simple 1D and 2D histograms
fastai 2.6.3 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.75.2 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.3.27 Python supercharged for fastai development
fastdownload 0.0.5 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
fastprogress 1.0.2 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 3.7.0 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.33.3 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.5.1 An implementation of Gaussian Processes in Pytorch
graphene 3.0 GraphQL Framework for Python
graphql_core 3.1.7 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.1.5 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 2.2.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.1.1 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 1.14.9 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.
httptools 0.4.0 A collection of framework independent HTTP protocol utils.
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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.3 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.2 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 1.3.0 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.0 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.11.4 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.13.0 IPython Kernel for Jupyter
ipyleaflet 0.14.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 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 7.7.0 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 3.0.3 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 1.1.0 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 4.5.1 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 7.3.1 Jupyter protocol implementation and client libraries
jupyter_console 6.4.3 Jupyter terminal console
jupyter_core 4.10.0 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 0.12.0 Jupyter Packaging Utilities
jupyter_server 1.17.0 The Jupyter Server
jupyter_server_mathjax 0.2.5 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.3.2 Jupyter Sphinx Extensions
jupyterlab 3.4.2 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.13.0 JupyterLab Server
jupyterlab_widgets 1.1.0 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.2 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.
llvmlite 0.38.1 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 4.8.0 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.12.14 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 0.5.7 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 1.0.3 MessagePack (de)serializer.
msvc_runtime 14.29.30133 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 0.942 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 0.3.7 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.5.13 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.5.8 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.2 Python package for creating and manipulating graphs and networks
nlopt 2.7.0 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.4.11 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
numba 0.55.2 compiling Python code using LLVM
numcodecs 0.9.1 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 2.8.1 Fast numerical expression evaluator for NumPy
numpy 1.22.4+mkl 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 3.6.7 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.2 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 Parametrize and run Jupyter and nteract Notebooks
param 1.12.1 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 0.6.1 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.5 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.1 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of packages
pkginfo 1.8.2 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.8.1.dev0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
portpicker 1.5.0 A library to choose unique available network ports.
poyo 0.5.0 A lightweight YAML Parser for Python. 🐓
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.6 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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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 8.0.0 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 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 1.8.2 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 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 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pyinstaller 5.0.1 PyInstaller bundles a Python application and all its dependencies into a single package.
pyinstaller_hooks_contrib 2022.4 Community maintained hooks for PyInstaller
pylint 2.13.9 python code static checker
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 0.5.6 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 12.9.1 The sip module support for PyQt5
pyqtgraph 0.12.4 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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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 1.4.1 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 3.0.0a2 .Net and Mono integration for Python
pythonqwt 0.10.1 Qt plotting widgets for Python
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 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 23.0.0 Python bindings for 0MQ
pyzo 4.12.3 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 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.0 Jupyter Qt console
qtpy 2.1.0 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 0.17.0 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 2022.4.24 Alternative regular expression module, to replace re.
reportlab 3.6.9 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
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 12.4.1 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 1.0.0 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 0.19.2 Image processing routines for SciPy
scikit_learn 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 62.3.2 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 3.2.4 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.2 Logging utilities for SpaCy
sphinx 4.5.0 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 5.3.1 The Scientific Python Development Environment
spyder_kernels 2.3.1 Jupyter kernels for Spyder's console
sqlalchemy 1.4.35 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
srsly 2.4.2 Modern high-performance serialization utilities for Python
starlette 0.17.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.0.15 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 0.10.2 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.11.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.11.0 An audio package for PyTorch
torchvision 0.12.0 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 5.1.1 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.20.0 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 4.0.0 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.1 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.2.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.2.0 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 1.26.9 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.17.6 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
voila 0.3.5 Serving read-only live Jupyter notebooks
wasabi 0.9.1 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
watchgod 0.8.2 Simple, modern file watching and code reload in python.
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 1.3.2 WebSocket client for Python. hybi13 is supported.
websockets 10.3 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.0 IPython HTML widgets for Jupyter
winpython 4.6.20220501 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.10.4.1 b1

The following changes were made to WinPython-64bit distribution since version 3.10.4.0.

Python packages

New packages:

  • django 4.0.4 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.)

Upgraded packages:

  • anyio 3.5.0 → 3.6.1 (High level compatibility layer for multiple asynchronous event loop implementations)

  • asgiref 3.5.0 → 3.5.2 (ASGI specs, helper code, and adapters)

  • astroid 2.11.3 → 2.11.5 (An abstract syntax tree for Python with inference support.)

  • bokeh 2.4.2 → 2.4.3 (Interactive plots and applications in the browser from Python)

  • cachetools 5.0.0 → 5.1.0 (Extensible memoizing collections and decorators)

  • certifi 2021.10.8 → 2022.5.18.1 (Python package for providing Mozilla's CA Bundle.)

  • cloudpickle 2.0.0 → 2.1.0 (Extended pickling support for Python objects)

  • coverage 6.3.2 → 6.3.3 (Code coverage measurement for Python)

  • cython 0.29.28 → 0.29.30 (The Cython compiler for writing C extensions for the Python language.)

  • dash 2.3.0 → 2.4.1 (A Python framework for building reactive web-apps. Developed by Plotly.)

  • dask 2022.4.2 → 2022.5.2 (Parallel PyData with Task Scheduling)

  • dill 0.3.3 → 0.3.5 (serialize all of python)

  • distributed 2022.4.2 → 2022.5.2 (Distributed scheduler for Dask)

  • emcee 3.1.1 → 3.1.2 (The Python ensemble sampling toolkit for MCMC)

  • fastprogress 1.0.0 → 1.0.2 (A nested progress with plotting options for fastai)

  • filelock 3.6.0 → 3.7.0 (A platform independent file lock.)

  • fonttools 4.31.2 → 4.33.3 (Tools to manipulate font files)

  • fsspec 2022.3.0 → 2022.5.0 (File-system specification)

  • gdal 3.4.2 → 3.4.3 (GDAL: Geospatial Data Abstraction Library)

  • guidata 2.1.1 → 2.2.0 (Automatic graphical user interfaces generation for easy dataset editing and display)

  • guiqwt 4.1.0 → 4.1.1 (guiqwt is a set of tools for curve and image plotting (extension to PythonQwt))

  • h5py 3.6.0 → 3.7.0 (Read and write HDF5 files from Python)

  • holoviews 1.14.8 → 1.14.9 (Stop plotting your data - annotate your data and let it visualize itself.)

  • httpcore 0.14.7 → 0.15.0 (A minimal low-level HTTP client.)

  • httpie 3.1.0 → 3.2.1 (HTTPie - a CLI, cURL-like tool for humans.)

  • httpx 0.22.0 → 0.23.0 (The next generation HTTP client.)

  • hvplot 0.7.3 → 0.8.0 (A high-level plotting API for the PyData ecosystem built on HoloViews.)

  • hypothesis 6.45.1 → 6.46.3 (A library for property-based testing)

  • imageio 2.17.0 → 2.19.2 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.)

  • importlib_metadata 4.11.3 → 4.11.4 (Read metadata from Python packages)

  • ipycanvas 0.11.0 → 0.12.0 (Interactive widgets library exposing the browser's Canvas API)

  • json5 0.9.6 → 0.9.8 (A Python implementation of the JSON5 data format.)

  • jsonschema 4.4.0 → 4.5.1 (An implementation of JSON Schema validation for Python)

  • jupyter_client 7.3.0 → 7.3.1 (Jupyter protocol implementation and client libraries)

  • jupyterlab 3.3.4 → 3.4.2 (The JupyterLab notebook server extension.)

  • llvmlite 0.38.0 → 0.38.1 (lightweight wrapper around basic LLVM functionality)

  • lz4 4.0.0 → 4.0.1 (LZ4 Bindings for Python)

  • markdown 3.3.6 → 3.3.7 (Python implementation of Markdown.)

  • matplotlib 3.5.1 → 3.5.2 (Python plotting package)

  • murmurhash 1.0.6 → 1.0.7 (Cython bindings for MurmurHash)

  • nbformat 5.3.0 → 5.4.0 (The Jupyter Notebook format)

  • networkx 2.8 → 2.8.2 (Python package for creating and manipulating graphs and networks)

  • numba 0.55.1 → 0.55.2 (compiling Python code using LLVM)

  • numpy 1.21.5+mkl → 1.22.4+mkl (NumPy is the fundamental package for array computing with Python.)

  • numpydoc 1.2.1 → 1.3 (Sphinx extension to support docstrings in Numpy format)

  • openpyxl 3.0.9 → 3.0.10 (A Python library to read/write Excel 2010 xlsx/xlsm files)

  • panel 0.13.0 → 0.13.1 (A high level app and dashboarding solution for Python.)

  • pillow 9.1.0 → 9.1.1 (Python Imaging Library (Fork))

  • pip 22.0.4 → 22.1.1 (The PyPA recommended tool for installing Python packages.)

  • plotly 5.7.0 → 5.8.0 (An open-source, interactive graphing library for Python)

  • prettytable 3.2.0 → 3.3.0 (A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.)

  • proglog 0.1.9 → 0.1.10 (Log and progress bar manager for console, notebooks, web...)

  • pyarrow 7.0.0 → 8.0.0 (Python library for Apache Arrow)

  • pyhdf 0.10.3 → 0.10.5 (pyhdf: Python interface to the NCSA HDF4 library.)

  • pylint 2.13.7 → 2.13.9 (python code static checker)

  • pyshp 2.2.0 → 2.3.0 (Pure Python read/write support for ESRI Shapefile format)

  • pywin32 303 → 304.0 (Python for Window Extensions)

  • pyzmq 22.3.0 → 23.0.0 (Python bindings for 0MQ)

  • redis 4.2.2 → 4.3.1 (Python client for Redis key-value store)

  • regex 2022.3.15 → 2022.4.24 (Alternative regular expression module, to replace re.)

  • rich 12.3.0 → 12.4.1 (Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal)

  • scikit_learn 1.0.2 → 1.1.1 (A set of python modules for machine learning and data mining)

  • scipy 1.8.0 → 1.8.1 (SciPy: Scientific Library for Python)

  • setuptools 62.1.0 → 62.3.2 (Easily download, build, install, upgrade, and uninstall Python packages)

  • shapely 1.8.1.post1 → 1.8.2 (Geometric objects, predicates, and operations)

  • spyder 5.3.0 → 5.3.1 (The Scientific Python Development Environment)

  • spyder_kernels 2.3.0 → 2.3.1 (Jupyter kernels for Spyder's console)

  • terminado 0.13.3 → 0.15.0 (Terminals served to xterm.js using Tornado websockets)

  • tifffile 2022.4.22 → 2022.5.4 (Read and write TIFF(r) files)

  • watchdog 2.1.7 → 2.1.8 (Filesystem events monitoring)

  • wrapt 1.14.0 → 1.14.1 (Module for decorators, wrappers and monkey patching.)

@stonebig
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stonebig commented May 29, 2022 •
edited
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b1r (2022-05-29: Python-3.10 re-spin without the useless baggages)

Changes from WinPython 2022-01 build1:

  • remove 66 Mo of 7 experiments of compressing pandoc.exe, in the process, note that the experiment showed that:
    • zstd is 30% better than zip
    • zstd falls 10% behind 7z
MD5 SHA-1 SHA-256 Binary Size SHA3-256
0350f81dd571c01692820d4dfc62fb66 99fad634662161c171f3b8e3a148b8d258dd5d25 a70507df23e873fe322bfdf8224ea6af2a5de48747ad710f7d6be1829dbef375 Winpython64-3.10.4.1b1r.exe 805 362 893 Bytes d18cbe6c98dd834ca7538884134e4711c1ad8f1e0a9f364d688664390ff8720e

@RoyiAvital
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Could we have the cod version again? Or any other way to have VS Code in the latest versions?

@stonebig
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isn't this procedure working ? https://github.com/winpython/winpython_afterdoc/blob/master/docs/installing%20VScode.ipynb

@RoyiAvital
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@stonebig , It would work, but it would be nicer even just have a stub. Like the VSCode folder inside t.

@RoyiAvital
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RoyiAvital commented Jun 30, 2022 •
edited
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Feature Request: Add support for the new Windows Terminal.
Currently the launcher WinPython Command Prompt open the regular conhost.exe. I was wondering if we can have a launcher for the new terminal (Where it is supported). It can be launched with wt.exe.

@stonebig
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stonebig commented Jul 1, 2022 •
edited
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it's not that clear as I can't try the thing. apparently we have to check %USERPROFILE%\AppData\Local\Microsoft\WindowsApps\wt.exe exist ?
hum, it opens a powershell. so maybe it shall replace the powershell

@RoyiAvital
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@stonebig , You add a shortcut to VS Code without any knowledge if it is there or not.
You expect the user to use it if the user understand what's required.

So I suggest just adding another shortcut, like the command prompt and the PowerShell which targets Windows Terminal.

@stonebig
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stonebig commented Jul 1, 2022 •
edited
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ok let see. found the icon

"WinPython Terminal" would launch a

@echo off
call "%~dp0env_for_icons.bat"  %*
if not "%WINPYWORKDIR%"=="%WINPYWORKDIR1%" cd %WINPYWORKDIR1%
%USERPROFILE%\AppData\Local\Microsoft\WindowsApps\wt.exe

image

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stonebig commented Jul 2, 2022 •
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b2 (2022-07-02: polars)

Changes from WinPython 2022-02 b1:

  • Infrastructure:
    • WARNING: idlex no longer works starting cpython-3.11
  • New Packages:
    • polars
  • Upgraded Packages:
    • numpy-1.22.4, Pandas-1.4.3
    • plotnine-0.9.0,
    • torch-1.2,
    • Jupyterlab-3.4.3,
    • pythonnet-3.0.0rc1
  • Experiment:
  • variation per version:

Areas of particular interest for testers:

  • experience on the WinPython Terminal icon
  • stability for an RC very soon
  • polars

Next build effort: rc

  • stability
MD5 SHA-1 SHA-256 Binary Size SHA3-256
46f92769b4f2ea0afc6ee53aed687c3c 07ff7d496f52d62e47c03dcddd4ae5433f7fcf6e dc8bc6e0ffe79a08ec17bb83800a1ca5dc6cf9318e1b56392a3ae69f346eda33 Winpython64-3.10.5.0dotb2.exe 27 367 914 Bytes 0136ca65a228237a3eceb9db34988580ce444ccaa7943361654312c90012149d
d7288137b6e49aba71b1883a16ba277a f9ff80e1850a9e607db8bcf13ab8ce4e36aa6e39 8df4bfe6e0b58aed5be6591bdb262f3ff2dbd2825f7c3f8b17b4469aa8d671f6 Winpython32-3.10.5.0dotb2.exe 26 138 859 Bytes 93a3ab84d685e87e61c71dbd8638b89b6ce1917c13c5476ad494a65ec68b306c
e97f5b764dfc1f522fbd1f53212c5a07 879f812c5232debb704f49e268fa76c2bdf0629e dcc2e8fd51cab51edc83c992027b50c30d7ef7e1d4b601271aa7af297fca8905 Winpython64-3.10.5.0b2.exe 811 960 243 Bytes 4955c3c3645c91dfe6e5c3d57f4cf9ea0bfcb11a7aea7909612121a60711a2db
4595688cc284cc7effbb0dfede8cd863 24091ed72c6a0a0be203b8da4eb98a2d06109ce6 94f26a3bfbe38e87eec75566d4b7967e26a6119c6a9e0b593c117efaf0d46758 Winpython64-3.8.12.3dotPyPyb2.exe 27 107 041 Bytes 3d8734ffc8e78c7a7fd69533188526e2be12346d8bca8ee327cc25a85e253687
7bf79bf5fa7a164bec37ab006de4879c 0284bb752486601e4fbab6595bcaf4f081104209 ec6ff2e31018c6a74ab224df1949819ed96f0ad4d1665e90832886c2d6b0dbbf Winpython64-3.8.12.3PyPyb2.exe 673 592 641 Bytes 6d34631e2680a4694fcc660334dbe9aacdb4c86d10b6150340b4769c8b2b32de

WinPython 3.10.5.0 b2

The following packages are included in WinPython-64bit v3.10.5.0 b2.

Tools

Name Version Description
Nodejs v16.14.2 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.5.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.5 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.0.4 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 21.4.0 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 22.6.0 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 0.7.7 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 0.4.0 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.33 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 0.6.0 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 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
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 6.4.1 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 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cx_freeze 6.11.1 create standalone executables from Python scripts
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.4.1 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 2022.6.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.1.22 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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.0 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 1.6.0 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 0.3.4 Distribution utilities
distributed 2022.6.1 Distributed scheduler for Dask
django 4.0.5 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
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.6.3 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.78.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.3.27 Python supercharged for fastai development
fastdownload 0.0.5 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
fastprogress 1.0.2 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 3.7.1 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.33.3 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.5.1 An implementation of Gaussian Processes in Pytorch
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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 2.2.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.0 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 1.14.9 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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 1.3.0 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.11.4 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.0 IPython Kernel for Jupyter
ipyleaflet 0.14.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 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 7.7.1 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 3.0.3 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 1.1.0 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 4.6.0 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 4.10.0 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 0.12.1 Jupyter Packaging Utilities
jupyter_server 1.18.0 The Jupyter Server
jupyter_server_mathjax 0.2.5 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.3.2 Jupyter Sphinx Extensions
jupyterlab 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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.
lief 0.12.1 Library to instrument executable formats
llvmlite 0.38.1 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.12.20 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 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 0.961 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 0.4.0 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.5.13 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 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 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
numba 0.55.2 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 1.22.4+mkl 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.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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 0.6.1 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 0.13.51 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 3.0.6 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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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 8.0.0 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 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 1.8.2 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 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 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pyinstaller 5.0.1 PyInstaller bundles a Python application and all its dependencies into a single package.
pyinstaller_hooks_contrib 2022.6 Community maintained hooks for PyInstaller
pylint 2.14.0 python code static checker
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 12.9.1 The sip module support for PyQt5
pyqtgraph 0.12.4 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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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 1.4.1 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 0.10.1 Qt plotting widgets for Python
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 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 4.12.3 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 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.1.0 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 0.17.0 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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
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 1.1.1 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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 60.10.0 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 3.2.4 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.2 Logging utilities for SpaCy
sphinx 5.0.1 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 5.3.1 The Scientific Python Development Environment
spyder_kernels 2.3.1 Jupyter kernels for Spyder's console
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
srsly 2.4.2 Modern high-performance serialization utilities for Python
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.0.17 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 0.11.0 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.11.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.11.0 An audio package for PyTorch
torchvision 0.12.0 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 0.4.1 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 1.26.9 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 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
voila 0.3.5 Serving read-only live Jupyter notebooks
wasabi 0.9.1 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 1.3.3 WebSocket client for Python. hybi13 is supported.
websockets 10.3 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220701 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

WinPython 3.8.12.3PyPy b2

The following packages are included in WinPython-64bit v3.8.12.3PyPy b2.

Tools

Name Version Description
Nodejs v16.14.2 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.5.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.8.12 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 21.1.0 The secure Argon2 password hashing algorithm.
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 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 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 21.4.0 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.zoneinfo 0.2.1 Backport of the standard library zoneinfo module
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
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 22.6.0 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 0.9.0 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 0.12.33 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 0.6.0 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 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
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 6.4.1 Code coverage measurement for Python
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
dash 2.4.1 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 2022.6.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
dateutils 0.6.12 Various utilities for working with date and datetime objects
db.py 0.5.4b1 a db package that doesn't suck
debugpy 1.6.0 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
descartes 1.1.0 Use geometric objects as matplotlib paths and patches
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 0.3.4 Distribution utilities
distributed 2022.6.1 Distributed scheduler for Dask
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
executing 0.8.3 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.78.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.3.27 Python supercharged for fastai development
fastdownload 0.0.5 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastprogress 1.0.2 A nested progress with plotting options for fastai
filelock 3.7.1 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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.
flatbuffers 2.0 The FlatBuffers serialization format for Python
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.33.3 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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 0.14.6 Always know what to expect from your data.
greenlet 0.4.13 Lightweight in-process concurrent programming
guidata 2.2.1 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 1.14.9 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
hpy 0.0.3 A better C API for Python
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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 1.3.0 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.11.4 Read metadata from Python packages
importlib_resources 5.7.1 Read resources 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.0 IPython Kernel for Jupyter
ipyleaflet 0.14.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 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 3.0.3 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 1.1.0 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 4.6.0 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 4.10.0 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 0.12.1 Jupyter Packaging Utilities
jupyter_server 1.18.0 The Jupyter Server
jupyter_server_mathjax 0.2.5 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.3.2 Jupyter Sphinx Extensions
jupyterlab 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.12.20 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 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)
mypy 0.942 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 0.4.0 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
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 1.22.4+mkl 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.
opencv_python 4.5.5+mkl Wrapper package for OpenCV python bindings.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
osqp 0.6.2.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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.
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 0.6.1 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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
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
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 0.7.1 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/
pyflakes 2.4.0 passive checker of Python programs
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
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
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)
pypyodbc 1.3.6 A Pure Python ctypes ODBC module
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyrsistent 0.18.0 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
pyside6 6.3.1 Python bindings for the Qt cross-platform application and UI framework
pyside6_addons 6.3.1 Python bindings for the Qt cross-platform application and UI framework (Addons)
pyside6_essentials 6.3.1 Python bindings for the Qt cross-platform application and UI framework (Essentials)
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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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_jsonrpc_server 0.4.0 JSON RPC 2.0 server library
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.4.1 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 0.10.1 Qt plotting widgets for Python
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 300+dummy Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 5.4.1 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.3 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 3.1 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.1.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 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
readline 6.2.4.1 Hack to make "pip install readline" happy and do nothing
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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
retrying 1.3.3 Retrying
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 1.1.1 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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 62.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.2 Geometric objects, predicates, and operations
shiboken6 6.3.1 Python / C++ bindings helper module
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.
sphinx 5.0.1 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).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
testpath 0.6.0 Test utilities for code working with files and commands
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 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 0.11.0 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 0.4.1 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 1.26.9 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 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
wasabi 0.9.1 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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220701 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files

@firai
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firai commented Jul 2, 2022

By the way, you can also start command prompt in the Windows Terminal interface with either wt.exe cmd (default profile settings) or wt.exe -p cmd (user-specific custom profile if it exists).

@RoyiAvital
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Looks good! Now I just need to figure how to update releases in place :-).

@firai, Where can I read about creating profiles for Windows Terminal?

@stonebig
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stonebig commented Jul 2, 2022 •
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interlude (2022-07-02): Python-3.11.0b3

Changes from Python-3.11.0b1 :

  • SQLite-3.38.4
  • a "full" version, that misses numba, Qt, Torch eco-sytems, but with polars

Areas of particular interest for testers:

  • it looks speedier on Jupyterlab-style interactions : start-up, reactivity,
  • to try: Python-3.11 other new things, like exception groups
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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ccfab3d92ba9d3bc8b78cb3ceb0ac884 feaf258aeda307f165cd05842f2f793afbfdf782 411ff2dbf6b41c62ffe1abda06a290522c3246b2388b05037b5662cbec636638 Winpython64-3.11.0.0b3.exe 557 918 905 Bytes 7470641798802842729f13902da1f437c8e99489afccf9e3fbdfe9c2d09f3104

WinPython 3.11.0.0

The following packages are included in WinPython-64bit v3.11.0.0 b3.

Tools

Name Version Description
Nodejs v16.14.2 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.5.0 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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
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 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 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 21.4.0 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
beautifulsoup4 4.11.1 Screen-scraping library
black 22.6.0 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 0.12.33 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 0.6.0 A collection of cache libraries in the same API interface.
certifi 2022.5.18.1 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
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
coverage 6.4.1 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 0.29.30 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.4.1 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 2022.6.1 Parallel PyData with Task Scheduling
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 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 1.4.1 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
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.6.1 Distributed scheduler for Dask
django 4.0.5 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
docutils 0.17.1 Docutils -- Python Documentation Utilities
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 0.8.3 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.78.0 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 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.7.1 A platform independent file lock.
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.33.3 Tools to manipulate font files
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.5.0 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
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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
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 1.14.9 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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 1.3.0 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.11.4 Read metadata from Python packages
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
ipycanvas 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.0 IPython Kernel for Jupyter
ipyleaflet 0.14.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 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.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
joblib 1.1.0 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 4.6.0 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 4.10.0 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 0.12.1 Jupyter Packaging Utilities
jupyter_server 1.18.0 The Jupyter Server
jupyter_server_mathjax 0.2.5 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.3.2 Jupyter Sphinx Extensions
jupyterlab 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
mypy 0.942 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 0.4.0 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
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 1.22.4+mkl 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 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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.
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 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 0.13.51 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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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
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 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 0.7.1 Widget for deck.gl maps
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pyinstaller 4.5.1 PyInstaller bundles a Python application and all its dependencies into a single package.
pyinstaller_hooks_contrib 2022.6 Community maintained hooks for PyInstaller
pylint 2.14.0 python code static checker
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.4.1 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_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 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
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.1.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
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
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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 62.6.0 Easily download, build, install, upgrade, and uninstall Python packages
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 5.0.1 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).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
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 0.11.0 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 1.26.9 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 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
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
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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220701 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstd 1.5.2.5

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stonebig commented Jul 10, 2022 •
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rc (2022-07-10:)

Changes from WinPython 2022-02 b2:

  • Infrastructure:
  • New Packages:
  • Upgraded Packages:
    • spyder-5.4.0.dev0, holoviews-1.15.0
    • fastai-2.7.6
  • variation per version:

Areas of particular interest for testers:

  • stability
  • rc binaries both on sourceforge and github
MD5 SHA-1 SHA-256 Binary Size SHA3-256
0a6824610fea353dd638eb2a95fc32fc dfde708115660a5c8cb02e75ea4599b5cb02c4df ad3f373507c3d2f3d4464b8357e8de158759a9c15a91c18a60dece81982e5f69 Winpython64-3.10.5.0dotrc.exe 27 366 561 Bytes 7488af117f2bca3479dca8ca7b00f0d51a5ed16b034b355407865e7dbc3a5e9d
072485b4db8bf86e0809243686f88640 467f4a6e771c214cf96b5319c6a11ce1af28657c 56c80896ee47518e50aaa3e406b74c061ca9c2df7af1dc08ac2aa7ffae9ba7d9 Winpython32-3.10.5.0dotrc.exe 26 137 156 Bytes 79b0e1178a48489eb27a9ead064a56084e1ac4b693a27a24ee5052ee79f25969
6c63a617ecd37584cb879a0616c52a9c 04739dd7269fdd308b77396640f93ae0fb633d23 d764a44195a82a3ced78ec6ac1a813ac359e42d7cfc4b3cde56332c5e9dadbe7 Winpython64-3.10.5.0rc.exe 813 643 148 Bytes 042dbe458c7a35b7d5eb339fbbe1223ba3c63bc5f1775c8ca9229772c162fb26
1d709a4594cef7bae442a7d3fe4c8b72 65ea889e2b1ccf2d41c6050c1c04c1c17523c6aa 9d6bf90b7a26e0841f27e4132723cb15d706a8adcdfc93cf7dcdbc57eddc1339 Winpython64-3.8.12.3dotPyPyrc.exe 27 105 401 Bytes cd0692219f5383ecf8d19a721362003cf90b1ed5faee4b9fb6da305e16fce601
ec3492f2154b9de3a5c4f0e8f3e08f2a 731b7417a60c24d01084b94efbc79994eee6b14f 1823a9947e86d1482bc61c0ff8b17b761b53dc6814d9c263ad37a22b6ac3c819 Winpython64-3.8.12.3PyPyrc.exe 674 355 022 Bytes a0ec9711c3fc550bf2b6d3c03b6712af76988cfe65ce35ead23fadd447be57e7

WinPython 3.10.5.0

The following packages are included in WinPython-64bit v3.10.5.0 .

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 3.10.5 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.0.4 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 21.4.0 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 22.6.0 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 0.7.7 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 0.4.0 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.33 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 0.6.0 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 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
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 6.4.1 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 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.4.1 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 2022.7.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.1.22 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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.0 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 0.3.4 Distribution utilities
distributed 2022.7.0 Distributed scheduler for Dask
django 4.0.5 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
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.6 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.78.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.4.5 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 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
fastprogress 1.0.2 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 3.7.1 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.5.1 An implementation of Gaussian Processes in Pytorch
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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 2.2.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.0 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 1.15.0 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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 4.11.4 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 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 7.7.1 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 3.0.3 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 1.1.0 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 4.11.1 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 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.5 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 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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.
llvmlite 0.38.1 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.13.0 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 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 0.961 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 0.4.2 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 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 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
numba 0.55.2 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 1.22.4+mkl 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.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 0.13.51 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 3.0.6 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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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 8.0.0 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 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 1.8.2 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 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 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pyinstaller 5.0.1 PyInstaller bundles a Python application and all its dependencies into a single package.
pyinstaller_hooks_contrib 2022.6 Community maintained hooks for PyInstaller
pylint 2.14.0 python code static checker
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 12.9.1 The sip module support for PyQt5
pyqtgraph 0.12.4 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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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 1.4.1 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 0.10.1 Qt plotting widgets for Python
pytoolconfig 1.2.1
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.6 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 4.12.3 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 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 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 0.17.0 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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 63.1.0 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 3.2.4 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.2 Logging utilities for SpaCy
sphinx 5.0.2 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.dev0 The Scientific Python Development Environment
spyder_kernels 2.3.2 Jupyter kernels for Spyder's console
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
srsly 2.4.2 Modern high-performance serialization utilities for Python
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.0.17 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 0.11.1 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.0 An audio package for PyTorch
torchvision 0.13.0 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 0.18.2 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
wasabi 0.9.1 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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220709 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

WinPython 3.8.12.3PyPy

The following packages are included in WinPython-64bit v3.8.12.3PyPy .

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 3.8.12 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 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 21.4.0 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.zoneinfo 0.2.1 Backport of the standard library zoneinfo module
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
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 22.6.0 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 0.9.0 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 0.12.33 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 0.6.0 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 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
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 6.4.1 Code coverage measurement for Python
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
dash 2.4.1 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 2022.7.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
dateutils 0.6.12 Various utilities for working with date and datetime objects
db.py 0.5.4b1 a db package that doesn't suck
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
descartes 1.1.0 Use geometric objects as matplotlib paths and patches
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 0.3.4 Distribution utilities
distributed 2022.7.0 Distributed scheduler for Dask
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
executing 0.8.3 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.78.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.4.5 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 2.15.3 Fastest Python implementation of JSON schema
fastprogress 1.0.2 A nested progress with plotting options for fastai
filelock 3.7.1 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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.
flatbuffers 2.0 The FlatBuffers serialization format for Python
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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 0.14.6 Always know what to expect from your data.
greenlet 0.4.13 Lightweight in-process concurrent programming
guidata 2.2.1 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 1.15.0 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
hpy 0.0.3 A better C API for Python
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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 4.11.4 Read metadata from Python packages
importlib_resources 5.8.0 Read resources 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 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 3.0.3 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 1.1.0 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 4.11.1 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 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.5 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 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.13.0 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 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)
mypy 0.942 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 0.4.2 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
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 1.22.4+mkl 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.
opencv_python 4.5.5+mkl Wrapper package for OpenCV python bindings.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
osqp 0.6.2.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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.
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 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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
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
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 0.7.1 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/
pyflakes 2.4.0 passive checker of Python programs
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
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
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)
pypyodbc 1.3.6 A Pure Python ctypes ODBC module
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyrsistent 0.18.0 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
pyside6 6.3.1 Python bindings for the Qt cross-platform application and UI framework
pyside6_addons 6.3.1 Python bindings for the Qt cross-platform application and UI framework (Addons)
pyside6_essentials 6.3.1 Python bindings for the Qt cross-platform application and UI framework (Essentials)
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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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_jsonrpc_server 0.4.0 JSON RPC 2.0 server library
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.4.1 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 0.10.1 Qt plotting widgets for Python
pytoolconfig 1.2.1
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 300+dummy Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 5.4.1 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.3 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 3.1 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 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
readline 6.2.4.1 Hack to make "pip install readline" happy and do nothing
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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
retrying 1.3.3 Retrying
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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 63.1.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.2 Geometric objects, predicates, and operations
shiboken6 6.3.1 Python / C++ bindings helper module
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.
sphinx 5.0.2 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).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
testpath 0.6.0 Test utilities for code working with files and commands
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 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 0.11.1 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 0.18.2 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
wasabi 0.9.1 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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220709 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files

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stonebig commented Jul 11, 2022 •
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interlude (2022-07-11): Python-3.11.0b4

Changes from Python-3.11.0b3 :

  • lot of bug fixes from cpython team

Areas of particular interest for testers:

  • it looks speedier on Jupyterlab-style interactions : start-up, reactivity,
  • to try: Python-3.11 other new things, like exception groups
MD5 SHA-1 SHA-256 Binary Size SHA3-256
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609c4ce5da707a31a58f10b10c1b6759 c1fbb755c0b00790c33c48aeeab34efe1b9e2db6 d3a94f5ad47c5702d7e42c3c520d6c2f39985f768f5623809109a805f5dd6b07 Winpython64-3.11.0.0b4.exe 557 532 791 Bytes a351ae0f5dd56923d6342bcff6798794cd16ca33dfb4472bcf107d60d27d7499

WinPython 3.11.0.0

The following packages are included in WinPython-64bit v3.11.0.0 b4.

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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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
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 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 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 21.4.0 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
beautifulsoup4 4.11.1 Screen-scraping library
black 22.6.0 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 0.12.33 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 0.6.0 A collection of cache libraries in the same API interface.
certifi 2022.5.18.1 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
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
coverage 6.4.1 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 0.29.30 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.4.1 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 2022.7.0 Parallel PyData with Task Scheduling
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 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
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.7.0 Distributed scheduler for Dask
django 4.0.5 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
docutils 0.17.1 Docutils -- Python Documentation Utilities
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 0.8.3 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.78.0 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 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.7.1 A platform independent file lock.
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 Tools to manipulate font files
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.5.0 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
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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
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 1.15.0 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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 4.11.4 Read metadata from Python packages
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
ipycanvas 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 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.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
joblib 1.1.0 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 4.11.1 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 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.5 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 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
mypy 0.942 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 0.4.2 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
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 1.22.4+mkl 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 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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.
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 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 0.13.51 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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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
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 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 0.7.1 Widget for deck.gl maps
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pyinstaller 4.5.1 PyInstaller bundles a Python application and all its dependencies into a single package.
pyinstaller_hooks_contrib 2022.6 Community maintained hooks for PyInstaller
pylint 2.14.0 python code static checker
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.4.1 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_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 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
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
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
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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 63.1.0 Easily download, build, install, upgrade, and uninstall Python packages
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 5.0.2 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).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
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 0.11.1 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 0.18.2 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
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
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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220709 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
xyzservices 2022.6.0 Source of XYZ tiles providers
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstd 1.5.2.5

@hiccup7
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hiccup7 commented Jul 12, 2022

The main branch of Pyzo is now compatible with Python 3.10.
The other bug fixes in the main branch could be important for PyPy users.
See https://github.com/pyzo/pyzo/commits/main

@stonebig
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Contributor Author

well, Pyzo master of july 12th seems still not good for PyPy-3.8 and Pyside6-6.3.1.
Hoping Pyside6-6.3.2 will bring some good news.

@hiccup7
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hiccup7 commented Jul 13, 2022

Please use the main branch version of Pyzo in the WinPython release. It is important for CPython-3.10 users of Pyzo. It is the current best effort for PyPy-3.8 users of Pyzo.

@stonebig
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stonebig commented Jul 16, 2022 •
edited
Loading

2022-07-16 (final)

Hello,

Winpython 2022-02 Final is equal to rc

MD5 SHA-1 SHA-256 Binary Size SHA3-256
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WinPython 3.10.5.0

The following packages are included in WinPython-64bit v3.10.5.0 .

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 3.10.5 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.0.4 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 21.4.0 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 22.6.0 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 0.7.7 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 0.4.0 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.33 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 0.6.0 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 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
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 6.4.1 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 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.4.1 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 2022.7.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.1.22 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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.0 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 0.3.4 Distribution utilities
distributed 2022.7.0 Distributed scheduler for Dask
django 4.0.5 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
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.6 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.78.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.4.5 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 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
fastprogress 1.0.2 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 3.7.1 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.5.1 An implementation of Gaussian Processes in Pytorch
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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 2.2.1 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.0 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 1.15.0 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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 4.11.4 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 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 7.7.1 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 3.0.3 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 1.1.0 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 4.11.1 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 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.5 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 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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.
llvmlite 0.38.1 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.13.0 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 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 0.961 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 0.4.2 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 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 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
numba 0.55.2 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 1.22.4+mkl 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.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 0.13.51 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 3.0.6 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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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 8.0.0 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 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 1.8.2 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 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 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pyinstaller 5.0.1 PyInstaller bundles a Python application and all its dependencies into a single package.
pyinstaller_hooks_contrib 2022.6 Community maintained hooks for PyInstaller
pylint 2.14.0 python code static checker
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 12.9.1 The sip module support for PyQt5
pyqtgraph 0.12.4 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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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 1.4.1 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 0.10.1 Qt plotting widgets for Python
pytoolconfig 1.2.1
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.6 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 4.12.3 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 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 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 0.17.0 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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 63.1.0 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 3.2.4 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.2 Logging utilities for SpaCy
sphinx 5.0.2 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.dev0 The Scientific Python Development Environment
spyder_kernels 2.3.2 Jupyter kernels for Spyder's console
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
srsly 2.4.2 Modern high-performance serialization utilities for Python
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.0.17 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 0.11.1 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.0 An audio package for PyTorch
torchvision 0.13.0 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 0.18.2 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
wasabi 0.9.1 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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220709 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.10.5.0

The following changes were made to WinPython-64bit distribution since version 3.10.4.0.

Tools

Upgraded packages:

  • Nodejs v16.14.2 → v16.16.0 (a JavaScript runtime built on Chrome's V8 JavaScript engine)

  • npmjs 8.5.0 → 8.11.0 (a package manager for JavaScript)

Python packages

New packages:

  • django 4.0.5 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.)

  • polars 0.13.51 (Blazingly fast DataFrame library)

  • pytoolconfig 1.2.1 ()

  • xyzservices 2022.6.0 (Source of XYZ tiles providers)

Upgraded packages:

  • alembic 1.7.7 → 1.8.0 (A database migration tool for SQLAlchemy.)

  • anyio 3.5.0 → 3.6.1 (High level compatibility layer for multiple asynchronous event loop implementations)

  • asgiref 3.5.0 → 3.5.2 (ASGI specs, helper code, and adapters)

  • asteval 0.9.26 → 0.9.27 (Safe, minimalistic evaluator of python expression using ast module)

  • astroid 2.11.3 → 2.11.5 (An abstract syntax tree for Python with inference support.)

  • babel 2.10.1 → 2.10.3 (Internationalization utilities)

  • black 22.3.0 → 22.6.0 (The uncompromising code formatter.)

  • bokeh 2.4.2 → 2.4.3 (Interactive plots and applications in the browser from Python)

  • cachetools 5.0.0 → 5.2.0 (Extensible memoizing collections and decorators)

  • certifi 2021.10.8 → 2022.5.18.1 (Python package for providing Mozilla's CA Bundle.)

  • cloudpickle 2.0.0 → 2.1.0 (Extended pickling support for Python objects)

  • cookiecutter 1.7.3 → 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 6.3.2 → 6.4.1 (Code coverage measurement for Python)

  • cython 0.29.28 → 0.29.30 (The Cython compiler for writing C extensions for the Python language.)

  • dash 2.3.0 → 2.4.1 (A Python framework for building reactive web-apps. Developed by Plotly.)

  • dask 2022.4.2 → 2022.7.0 (Parallel PyData with Task Scheduling)

  • dask_labextension 5.2.0 → 5.3.0 (A Jupyter Notebook server extension manages Dask clusters.)

  • datasette_graphql 2.0.1 → 2.0.2 (Datasette plugin providing an automatic GraphQL API for your SQLite databases)

  • debugpy 1.6.0 → 1.6.2 (An implementation of the Debug Adapter Protocol for Python)

  • dill 0.3.3 → 0.3.5 (serialize all of python)

  • distributed 2022.4.2 → 2022.7.0 (Distributed scheduler for Dask)

  • emcee 3.1.1 → 3.1.2 (The Python ensemble sampling toolkit for MCMC)

  • fast_histogram 0.10 → 0.11 (Fast simple 1D and 2D histograms)

  • fastai 2.6.3 → 2.7.6 (fastai makes deep learning with PyTorch faster, more accurate, and easier)

  • fastapi 0.75.2 → 0.78.0 (FastAPI framework, high performance, easy to learn, fast to code, ready for production)

  • fastcore 1.3.27 → 1.4.5 (Python supercharged for fastai development)

  • fastdownload 0.0.5 → 0.0.7 (A general purpose data downloading library.)

  • fastprogress 1.0.0 → 1.0.2 (A nested progress with plotting options for fastai)

  • filelock 3.6.0 → 3.7.1 (A platform independent file lock.)

  • fonttools 4.31.2 → 4.34.4 (Tools to manipulate font files)

  • fsspec 2022.3.0 → 2022.5.0 (File-system specification)

  • gdal 3.4.2 → 3.4.3 (GDAL: Geospatial Data Abstraction Library)

  • graphene 3.0 → 3.1 (GraphQL Framework for Python)

  • graphql_core 3.1.7 → 3.2.1 (GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.)

  • graphql_relay 3.1.5 → 3.2.0 (Relay library for graphql-core-next)

  • guidata 2.1.1 → 2.2.1 (Automatic graphical user interfaces generation for easy dataset editing and display)

  • guiqwt 4.1.0 → 4.3.0 (guiqwt is a set of tools for curve and image plotting (extension to PythonQwt))

  • h5py 3.6.0 → 3.7.0 (Read and write HDF5 files from Python)

  • holoviews 1.14.8 → 1.15.0 (Stop plotting your data - annotate your data and let it visualize itself.)

  • httpcore 0.14.7 → 0.15.0 (A minimal low-level HTTP client.)

  • httpie 3.1.0 → 3.2.1 (HTTPie - a CLI, cURL-like tool for humans.)

  • httpx 0.22.0 → 0.23.0 (The next generation HTTP client.)

  • hvplot 0.7.3 → 0.8.0 (A high-level plotting API for the PyData ecosystem built on HoloViews.)

  • hypothesis 6.45.1 → 6.46.9 (A library for property-based testing)

  • imageio 2.17.0 → 2.19.3 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.)

  • imagesize 1.3.0 → 1.4.1 (Getting image size from png/jpeg/jpeg2000/gif file)

  • imbalanced_learn 0.9.0 → 0.9.1 (Toolbox for imbalanced dataset in machine learning.)

  • importlib_metadata 4.11.3 → 4.11.4 (Read metadata from Python packages)

  • ipycanvas 0.11.0 → 0.12.0 (Interactive widgets library exposing the browser's Canvas API)

  • ipykernel 6.13.0 → 6.15.1 (IPython Kernel for Jupyter)

  • ipyleaflet 0.14.0 → 0.17.0 (A Jupyter widget for dynamic Leaflet maps)

  • ipywidgets 7.7.0 → 7.7.1 (IPython HTML widgets for Jupyter)

  • json5 0.9.6 → 0.9.8 (A Python implementation of the JSON5 data format.)

  • jsonschema 4.4.0 → 4.6.2 (An implementation of JSON Schema validation for Python)

  • jupyter_client 7.3.0 → 7.3.4 (Jupyter protocol implementation and client libraries)

  • jupyter_console 6.4.3 → 6.4.4 (Jupyter terminal console)

  • jupyter_core 4.10.0 → 4.11.1 (Jupyter core package. A base package on which Jupyter projects rely.)

  • jupyter_packaging 0.12.0 → 0.12.2 (Jupyter Packaging Utilities)

  • jupyter_server 1.17.0 → 1.18.1 (The Jupyter Server)

  • jupyter_sphinx 0.3.2 → 0.4.0 (Jupyter Sphinx Extensions)

  • jupyterlab 3.3.4 → 3.4.3 (The JupyterLab notebook server extension.)

  • jupyterlab_server 2.13.0 → 2.14.0 (JupyterLab Server)

  • kiwisolver 1.4.2 → 1.4.3 (A fast implementation of the Cassowary constraint solver)

  • llvmlite 0.38.0 → 0.38.1 (lightweight wrapper around basic LLVM functionality)

  • lxml 4.8.0 → 4.9.0 (Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.)

  • lz4 4.0.0 → 4.0.1 (LZ4 Bindings for Python)

  • markdown 3.3.6 → 3.3.7 (Python implementation of Markdown.)

  • matplotlib 3.5.1 → 3.5.2 (Python plotting package)

  • maturin 0.12.14 → 0.13.0 (Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages)

  • mpld3 0.5.7 → 0.5.8 (D3 Viewer for Matplotlib)

  • msgpack 1.0.3 → 1.0.4 (MessagePack (de)serializer.)

  • murmurhash 1.0.6 → 1.0.7 (Cython bindings for MurmurHash)

  • mypy 0.942 → 0.961 (Optional static typing for Python)

  • nbclassic 0.3.7 → 0.4.2 (Jupyter Notebook as a Jupyter Server Extension.)

  • nbclient 0.5.13 → 0.6.6 (A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.)

  • nbformat 5.3.0 → 5.4.0 (The Jupyter Notebook format)

  • netcdf4 1.5.8 → 1.6.0 (Provides an object-oriented python interface to the netCDF version 4 library.)

  • networkx 2.8 → 2.8.3 (Python package for creating and manipulating graphs and networks)

  • nlopt 2.7.0 → 2.7.1 (Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization)

  • notebook 6.4.11 → 6.4.12 (A web-based notebook environment for interactive computing)

  • numba 0.55.1 → 0.55.2 (compiling Python code using LLVM)

  • numcodecs 0.9.1 → 0.10.0 (A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.)

  • numexpr 2.8.1 → 2.8.3 (Fast numerical expression evaluator for NumPy)

  • numpy 1.21.5+mkl → 1.22.4+mkl (NumPy is the fundamental package for array computing with Python.)

  • numpydoc 1.2.1 → 1.3 (Sphinx extension to support docstrings in Numpy format)

  • openpyxl 3.0.9 → 3.0.10 (A Python library to read/write Excel 2010 xlsx/xlsm files)

  • orjson 3.6.7 → 3.7.3 (Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy)

  • pandas 1.4.2 → 1.4.3 (Powerful data structures for data analysis, time series, and statistics)

  • panel 0.13.0 → 0.13.1 (A high level app and dashboarding solution for Python.)

  • param 1.12.1 → 1.12.2 (Declarative Python programming using Parameters.)

  • pathy 0.6.1 → 0.6.2 (pathlib.Path subclasses for local and cloud bucket storage)

  • pillow 9.1.0 → 9.1.1 (Python Imaging Library (Fork))

  • pims 0.5 → 0.6.1 (Python Image Sequence)

  • pip 22.0.4 → 22.1.2 (The PyPA recommended tool for installing Python packages.)

  • pkginfo 1.8.2 → 1.8.3 (Query metadatdata from sdists / bdists / installed packages.)

  • plotly 5.7.0 → 5.8.0 (An open-source, interactive graphing library for Python)

  • plotnine 0.8.1.dev0 → 0.9.0 (A grammar of graphics for python)

  • prettytable 3.2.0 → 3.3.0 (A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.)

  • proglog 0.1.9 → 0.1.10 (Log and progress bar manager for console, notebooks, web...)

  • pyarrow 7.0.0 → 8.0.0 (Python library for Apache Arrow)

  • pyhdf 0.10.3 → 0.10.5 (pyhdf: Python interface to the NCSA HDF4 library.)

  • pyinstaller_hooks_contrib 2022.4 → 2022.6 (Community maintained hooks for PyInstaller)

  • pylint 2.13.7 → 2.14.0 (python code static checker)

  • pynndescent 0.5.6 → 0.5.7 (Nearest Neighbor Descent)

  • pyshp 2.2.0 → 2.3.0 (Pure Python read/write support for ESRI Shapefile format)

  • Python 3.10.4 → 3.10.5 (Python programming language with standard library)

  • pythonnet 3.0.0a2 → 3.0.0rc1 (.Net and Mono integration for Python)

  • pywin32 303 → 304.0 (Python for Window Extensions)

  • pywinpty 2.0.5 → 2.0.6 (Python bindings for the winpty library)

  • pyzmq 22.3.0 → 23.2.0 (Python bindings for 0MQ)

  • qtconsole 5.3.0 → 5.3.1 (Jupyter Qt console)

  • qtpy 2.1.0 → 2.2.0.dev0 (Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.)

  • redis 4.2.2 → 4.3.1 (Python client for Redis key-value store)

  • regex 2022.3.15 → 2022.6.2 (Alternative regular expression module, to replace re.)

  • reportlab 3.6.9 → 3.6.10 (The Reportlab Toolkit)

  • rich 12.3.0 → 12.4.4 (Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal)

  • rope 1.0.0 → 1.2.0 (a python refactoring library...)

  • scikit_image 0.19.2 → 0.19.3 (Image processing routines for SciPy)

  • scikit_learn 1.0.2 → 1.1.1 (A set of python modules for machine learning and data mining)

  • scipy 1.8.0 → 1.8.1 (SciPy: Scientific Library for Python)

  • setuptools 62.1.0 → 63.1.0 (Easily download, build, install, upgrade, and uninstall Python packages)

  • shapely 1.8.1.post1 → 1.8.2 (Geometric objects, predicates, and operations)

  • sphinx 4.5.0 → 5.0.2 (Tool for generating documentation which uses reStructuredText as its markup language)

  • spyder 5.3.0 → 5.4.0.dev0 (The Scientific Python Development Environment)

  • spyder_kernels 2.3.0 → 2.3.2 (Jupyter kernels for Spyder's console)

  • sqlalchemy 1.4.35 → 1.4.39 (Database Abstraction Library)

  • starlette 0.17.1 → 0.19.1 (The little ASGI library that shines.)

  • terminado 0.13.3 → 0.15.0 (Terminals served to xterm.js using Tornado websockets)

  • thinc 8.0.15 → 8.0.17 (Practical Machine Learning for NLP)

  • tifffile 2022.4.22 → 2022.5.4 (Read and write TIFF(r) files)

  • tomlkit 0.10.2 → 0.11.1 (Style preserving TOML library)

  • torch 1.11.0 → 1.12.0 (Tensors and Dynamic neural networks in Python with strong GPU acceleration)

  • torchaudio 0.11.0 → 0.12.0 (An audio package for PyTorch)

  • torchvision 0.12.0 → 0.13.0 (image and video datasets and models for torch deep learning)

  • traitlets 5.1.1 → 5.3.0 (Traitlets Python config system)

  • trio 0.20.0 → 0.21.0 (A friendly Python library for async concurrency and I/O)

  • twine 4.0.0 → 4.0.1 (Collection of utilities for publishing packages on PyPI)

  • typer 0.4.1 → 0.4.2 (Typer, build great CLIs. Easy to code. Based on Python type hints.)

  • typing_extensions 4.2.0 → 4.3.0 (Backported and Experimental Type Hints for Python 3.5+)

  • ujson 5.2.0 → 5.3.0 (Ultra fast JSON encoder and decoder for Python)

  • urllib3 1.26.9 → 1.26.10 (HTTP library with thread-safe connection pooling, file post, and more.)

  • uvicorn 0.17.6 → 0.18.2 (The lightning-fast ASGI server.)

  • watchdog 2.1.7 → 2.1.8 (Filesystem events monitoring)

  • websocket_client 1.3.2 → 1.3.3 (WebSocket client for Python. hybi13 is supported.)

  • widgetsnbextension 3.6.0 → 3.6.1 (IPython HTML widgets for Jupyter)

  • winpython 4.6.20220501 → 4.7.20220709 (WinPython distribution tools, including WPPM)

  • wrapt 1.14.0 → 1.14.1 (Module for decorators, wrappers and monkey patching.)

Removed packages:

  • cx_freeze 6.10 (create standalone executables from Python scripts)

  • cx_logging 3.0 (Python and C interfaces for logging)

  • httptools 0.4.0 (A collection of framework independent HTTP protocol utils.)

  • poyo 0.5.0 (A lightweight YAML Parser for Python. 🐓)

  • voila 0.3.5 (Serving read-only live Jupyter notebooks)

  • watchgod 0.8.2 (Simple, modern file watching and code reload in python.)

  • websockets 10.3 (An implementation of the WebSocket Protocol (RFC 6455 & 7692))

WinPython 3.8.12.3PyPy

The following packages are included in WinPython-64bit v3.8.12.3PyPy .

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 3.8.12 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 0.8.0 File support for asyncio.
aiohttp 3.8.1 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.
altgraph 0.17.2 Python graph (network) package
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 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 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 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 21.4.0 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.zoneinfo 0.2.1 Backport of the standard library zoneinfo module
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
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 22.6.0 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 0.9.0 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 0.12.33 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 0.6.0 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 2.0.7 Super lightweight function registries for your library
certifi 2022.5.18.1 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 4.0.0 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 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
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 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
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 6.4.1 Code coverage measurement for Python
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cython 0.29.30 The Cython compiler for writing C extensions for the Python language.
dash 2.4.1 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 2022.7.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
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 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
dateutils 0.6.12 Various utilities for working with date and datetime objects
db.py 0.5.4b1 a db package that doesn't suck
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
descartes 1.1.0 Use geometric objects as matplotlib paths and patches
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 0.3.4 Distribution utilities
distributed 2022.7.0 Distributed scheduler for Dask
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
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
executing 0.8.3 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.78.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.4.5 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 2.15.3 Fastest Python implementation of JSON schema
fastprogress 1.0.2 A nested progress with plotting options for fastai
filelock 3.7.1 A platform independent file lock.
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.2 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_compress 1.12 Compress responses in your Flask app with gzip.
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.
flatbuffers 2.0 The FlatBuffers serialization format for Python
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 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 2022.5.0 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 0.10.2 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 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 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 0.14.6 Always know what to expect from your data.
greenlet 0.4.13 Lightweight in-process concurrent programming
guidata 2.2.1 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 1.15.0 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
hpy 0.0.3 A better C API for Python
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 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 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 4.11.4 Read metadata from Python packages
importlib_resources 5.8.0 Read resources 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 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 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 3.0.3 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 1.1.0 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 4.11.1 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 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.5 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 3.4.3 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 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 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.13.0 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 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
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
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 14.29.30133 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)
mypy 0.942 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 0.4.2 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 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 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.3 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
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 1.22.4+mkl 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.
opencv_python 4.5.5+mkl Wrapper package for OpenCV python bindings.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
osqp 0.6.2.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 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 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 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.
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 0.5.2 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
pefile 2021.9.3 Python PE parsing module
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 9.1.1 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.1.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of 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 5.8.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
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 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 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 2.3 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
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
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 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 0.7.1 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/
pyflakes 2.4.0 passive checker of Python programs
pygad 2.16.3 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 2.11.2 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
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
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)
pypyodbc 1.3.6 A Pure Python ctypes ODBC module
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyrsistent 0.18.0 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
pyside6 6.3.1 Python bindings for the Qt cross-platform application and UI framework
pyside6_addons 6.3.1 Python bindings for the Qt cross-platform application and UI framework (Addons)
pyside6_essentials 6.3.1 Python bindings for the Qt cross-platform application and UI framework (Essentials)
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_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
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_jsonrpc_server 0.4.0 JSON RPC 2.0 server library
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.4.1 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 0.10.1 Qt plotting widgets for Python
pytoolconfig 1.2.1
pytz 2022.1 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 1.3.0 PyWavelets, wavelet transform module
pywin32 300+dummy Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 5.4.1 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.3 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 3.1 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 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
readline 6.2.4.1 Hack to make "pip install readline" happy and do nothing
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 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.27.1 Python HTTP for Humans.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
retrying 1.3.3 Retrying
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 1.1.1 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 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 63.1.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.2 Geometric objects, predicates, and operations
shiboken6 6.3.1 Python / C++ bindings helper module
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.
sphinx 5.0.2 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).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.1 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 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 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
testpath 0.6.0 Test utilities for code working with files and commands
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 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 0.11.1 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 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 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 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 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 0.18.2 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
wasabi 0.9.1 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 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.7.20220709 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 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.3.0 N-D labeled arrays and datasets in Python
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.
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 3.8.0 Backport of pathlib-compatible object wrapper for zip files

History of changes for WinPython-64bit 3.8.12.3PyPy

The following changes were made to WinPython-64bit distribution since version 3.8.12.2PyPy.

Tools

Upgraded packages:

  • Nodejs v16.14.2 → v16.16.0 (a JavaScript runtime built on Chrome's V8 JavaScript engine)

  • npmjs 8.5.0 → 8.11.0 (a package manager for JavaScript)

Python packages

New packages:

  • argon2_cffi_bindings 21.2.0 (Low-level CFFI bindings for Argon2)

  • asttokens 2.0.5 (Annotate AST trees with source code positions)

  • executing 0.8.3 (Get the currently executing AST node of a frame, and other information)

  • pure_eval 0.2.2 (Safely evaluate AST nodes without side effects)

  • pytoolconfig 1.2.1 ()

  • stack_data 0.3.0 (Extract data from python stack frames and tracebacks for informative displays)

  • xyzservices 2022.6.0 (Source of XYZ tiles providers)

Upgraded packages:

  • alembic 1.7.7 → 1.8.0 (A database migration tool for SQLAlchemy.)

  • anyio 3.5.0 → 3.6.1 (High level compatibility layer for multiple asynchronous event loop implementations)

  • argon2_cffi 21.1.0 → 21.3.0 (The secure Argon2 password hashing algorithm.)

  • asgiref 3.5.0 → 3.5.2 (ASGI specs, helper code, and adapters)

  • asteval 0.9.26 → 0.9.27 (Safe, minimalistic evaluator of python expression using ast module)

  • astroid 2.11.3 → 2.11.5 (An abstract syntax tree for Python with inference support.)

  • babel 2.10.1 → 2.10.3 (Internationalization utilities)

  • black 22.3.0 → 22.6.0 (The uncompromising code formatter.)

  • blis 0.7.7 → 0.9.0 (The Blis BLAS-like linear algebra library, as a self-contained C-extension.)

  • bokeh 2.4.2 → 2.4.3 (Interactive plots and applications in the browser from Python)

  • cachetools 5.0.0 → 5.2.0 (Extensible memoizing collections and decorators)

  • certifi 2021.10.8 → 2022.5.18.1 (Python package for providing Mozilla's CA Bundle.)

  • cloudpickle 2.0.0 → 2.1.0 (Extended pickling support for Python objects)

  • cookiecutter 1.7.3 → 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 6.3.2 → 6.4.1 (Code coverage measurement for Python)

  • cython 0.29.28 → 0.29.30 (The Cython compiler for writing C extensions for the Python language.)

  • dash 2.3.0 → 2.4.1 (A Python framework for building reactive web-apps. Developed by Plotly.)

  • dask 2022.4.2 → 2022.7.0 (Parallel PyData with Task Scheduling)

  • datasette_graphql 2.0.1 → 2.0.2 (Datasette plugin providing an automatic GraphQL API for your SQLite databases)

  • debugpy 1.6.0 → 1.6.2 (An implementation of the Debug Adapter Protocol for Python)

  • dill 0.3.3 → 0.3.5 (serialize all of python)

  • distributed 2022.4.2 → 2022.7.0 (Distributed scheduler for Dask)

  • emcee 3.1.1 → 3.1.2 (The Python ensemble sampling toolkit for MCMC)

  • fast_histogram 0.10 → 0.11 (Fast simple 1D and 2D histograms)

  • fastapi 0.75.2 → 0.78.0 (FastAPI framework, high performance, easy to learn, fast to code, ready for production)

  • fastcore 1.3.27 → 1.4.5 (Python supercharged for fastai development)

  • fastdownload 0.0.5 → 0.0.7 (A general purpose data downloading library.)

  • fastprogress 1.0.0 → 1.0.2 (A nested progress with plotting options for fastai)

  • filelock 3.6.0 → 3.7.1 (A platform independent file lock.)

  • fonttools 4.31.2 → 4.34.4 (Tools to manipulate font files)

  • fsspec 2022.3.0 → 2022.5.0 (File-system specification)

  • gdal 3.4.2 → 3.4.3 (GDAL: Geospatial Data Abstraction Library)

  • graphene 3.0 → 3.1 (GraphQL Framework for Python)

  • graphql_core 3.1.7 → 3.2.1 (GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.)

  • graphql_relay 3.1.5 → 3.2.0 (Relay library for graphql-core-next)

  • guidata 2.1.1 → 2.2.1 (Automatic graphical user interfaces generation for easy dataset editing and display)

  • h5py 3.6.0 → 3.7.0 (Read and write HDF5 files from Python)

  • holoviews 1.14.8 → 1.15.0 (Stop plotting your data - annotate your data and let it visualize itself.)

  • httpcore 0.14.7 → 0.15.0 (A minimal low-level HTTP client.)

  • httpie 3.1.0 → 3.2.1 (HTTPie - a CLI, cURL-like tool for humans.)

  • httpx 0.22.0 → 0.23.0 (The next generation HTTP client.)

  • hvplot 0.7.3 → 0.8.0 (A high-level plotting API for the PyData ecosystem built on HoloViews.)

  • hypothesis 6.45.1 → 6.46.9 (A library for property-based testing)

  • imageio 2.17.0 → 2.19.3 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.)

  • imagesize 1.3.0 → 1.4.1 (Getting image size from png/jpeg/jpeg2000/gif file)

  • imbalanced_learn 0.9.0 → 0.9.1 (Toolbox for imbalanced dataset in machine learning.)

  • importlib_metadata 4.11.3 → 4.11.4 (Read metadata from Python packages)

  • importlib_resources 5.7.1 → 5.8.0 (Read resources from Python packages)

  • ipycanvas 0.11.0 → 0.12.0 (Interactive widgets library exposing the browser's Canvas API)

  • ipykernel 6.13.0 → 6.15.1 (IPython Kernel for Jupyter)

  • ipyleaflet 0.14.0 → 0.17.0 (A Jupyter widget for dynamic Leaflet maps)

  • ipython 7.32.0 → 8.4.0 (IPython: Productive Interactive Computing)

  • ipywidgets 7.7.0 → 7.7.1 (IPython HTML widgets for Jupyter)

  • json5 0.9.6 → 0.9.8 (A Python implementation of the JSON5 data format.)

  • jsonschema 4.4.0 → 4.6.2 (An implementation of JSON Schema validation for Python)

  • jupyter_client 7.3.0 → 7.3.4 (Jupyter protocol implementation and client libraries)

  • jupyter_console 6.4.3 → 6.4.4 (Jupyter terminal console)

  • jupyter_core 4.10.0 → 4.11.1 (Jupyter core package. A base package on which Jupyter projects rely.)

  • jupyter_packaging 0.12.0 → 0.12.2 (Jupyter Packaging Utilities)

  • jupyter_server 1.17.0 → 1.18.1 (The Jupyter Server)

  • jupyter_sphinx 0.3.2 → 0.4.0 (Jupyter Sphinx Extensions)

  • jupyterlab 3.3.4 → 3.4.3 (The JupyterLab notebook server extension.)

  • jupyterlab_server 2.13.0 → 2.14.0 (JupyterLab Server)

  • kiwisolver 1.4.2 → 1.4.3 (A fast implementation of the Cassowary constraint solver)

  • lxml 4.8.0 → 4.9.0 (Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.)

  • lz4 4.0.0 → 4.0.1 (LZ4 Bindings for Python)

  • markdown 3.3.6 → 3.3.7 (Python implementation of Markdown.)

  • matplotlib 3.5.1 → 3.5.2 (Python plotting package)

  • maturin 0.12.14 → 0.13.0 (Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages)

  • mpld3 0.5.7 → 0.5.8 (D3 Viewer for Matplotlib)

  • msgpack 1.0.3 → 1.0.4 (MessagePack (de)serializer.)

  • nbclassic 0.3.7 → 0.4.2 (Jupyter Notebook as a Jupyter Server Extension.)

  • nbclient 0.6.0 → 0.6.6 (A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.)

  • nbformat 5.3.0 → 5.4.0 (The Jupyter Notebook format)

  • netcdf4 1.5.8 → 1.6.0 (Provides an object-oriented python interface to the netCDF version 4 library.)

  • networkx 2.8 → 2.8.3 (Python package for creating and manipulating graphs and networks)

  • notebook 6.4.11 → 6.4.12 (A web-based notebook environment for interactive computing)

  • numcodecs 0.9.1 → 0.10.0 (A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.)

  • numexpr 2.8.1 → 2.8.3 (Fast numerical expression evaluator for NumPy)

  • numpy 1.22.3+mkl → 1.22.4+mkl (NumPy is the fundamental package for array computing with Python.)

  • numpydoc 1.2.1 → 1.3 (Sphinx extension to support docstrings in Numpy format)

  • openpyxl 3.0.9 → 3.0.10 (A Python library to read/write Excel 2010 xlsx/xlsm files)

  • pandas 1.4.2 → 1.4.3 (Powerful data structures for data analysis, time series, and statistics)

  • panel 0.13.0 → 0.13.1 (A high level app and dashboarding solution for Python.)

  • param 1.12.1 → 1.12.2 (Declarative Python programming using Parameters.)

  • pathy 0.6.1 → 0.6.2 (pathlib.Path subclasses for local and cloud bucket storage)

  • pillow 9.1.0 → 9.1.1 (Python Imaging Library (Fork))

  • pims 0.5 → 0.6.1 (Python Image Sequence)

  • pip 22.0.4 → 22.1.2 (The PyPA recommended tool for installing Python packages.)

  • pkginfo 1.8.2 → 1.8.3 (Query metadatdata from sdists / bdists / installed packages.)

  • plotly 5.7.0 → 5.8.0 (An open-source, interactive graphing library for Python)

  • plotnine 0.8.1.dev0 → 0.9.0 (A grammar of graphics for python)

  • prettytable 3.2.0 → 3.3.0 (A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.)

  • proglog 0.1.9 → 0.1.10 (Log and progress bar manager for console, notebooks, web...)

  • pydantic 1.9.0 → 1.9.1 (Data validation and settings management using python 3.6 type hinting)

  • pyhdf 0.10.3 → 0.10.5 (pyhdf: Python interface to the NCSA HDF4 library.)

  • pylint 2.13.7 → 2.14.0 (python code static checker)

  • pyshp 2.2.0 → 2.3.0 (Pure Python read/write support for ESRI Shapefile format)

  • pyside6 6.3.0 → 6.3.1 (Python bindings for the Qt cross-platform application and UI framework)

  • pyside6_addons 6.3.0 → 6.3.1 (Python bindings for the Qt cross-platform application and UI framework (Addons))

  • pyside6_essentials 6.3.0 → 6.3.1 (Python bindings for the Qt cross-platform application and UI framework (Essentials))

  • pythonnet 3.0.0a2 → 3.0.0rc1 (.Net and Mono integration for Python)

  • pyzmq 22.3.0 → 23.2.0 (Python bindings for 0MQ)

  • qdarkstyle 3.0.3 → 3.1 (The most complete dark stylesheet for Python and Qt applications)

  • qtconsole 5.3.0 → 5.3.1 (Jupyter Qt console)

  • qtpy 2.1.0 → 2.2.0.dev0 (Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.)

  • redis 4.2.2 → 4.3.1 (Python client for Redis key-value store)

  • regex 2022.3.15 → 2022.6.2 (Alternative regular expression module, to replace re.)

  • reportlab 3.6.9 → 3.6.10 (The Reportlab Toolkit)

  • rich 12.3.0 → 12.4.4 (Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal)

  • rope 1.0.0 → 1.2.0 (a python refactoring library...)

  • scikit_image 0.19.2 → 0.19.3 (Image processing routines for SciPy)

  • scikit_learn 1.0.1 → 1.1.1 (A set of python modules for machine learning and data mining)

  • scipy 1.8.0 → 1.8.1 (SciPy: Scientific Library for Python)

  • setuptools 62.1.0 → 63.1.0 (Easily download, build, install, upgrade, and uninstall Python packages)

  • shapely 1.8.1.post1 → 1.8.2 (Geometric objects, predicates, and operations)

  • shiboken6 6.3.0 → 6.3.1 (Python / C++ bindings helper module)

  • sphinx 4.5.0 → 5.0.2 (Tool for generating documentation which uses reStructuredText as its markup language)

  • sqlalchemy 1.4.35 → 1.4.39 (Database Abstraction Library)

  • starlette 0.17.1 → 0.19.1 (The little ASGI library that shines.)

  • terminado 0.13.3 → 0.15.0 (Terminals served to xterm.js using Tornado websockets)

  • tifffile 2022.4.22 → 2022.5.4 (Read and write TIFF(r) files)

  • tomlkit 0.10.2 → 0.11.1 (Style preserving TOML library)

  • traitlets 5.1.1 → 5.3.0 (Traitlets Python config system)

  • trio 0.20.0 → 0.21.0 (A friendly Python library for async concurrency and I/O)

  • twine 4.0.0 → 4.0.1 (Collection of utilities for publishing packages on PyPI)

  • typer 0.4.1 → 0.4.2 (Typer, build great CLIs. Easy to code. Based on Python type hints.)

  • typing_extensions 4.2.0 → 4.3.0 (Backported and Experimental Type Hints for Python 3.5+)

  • ujson 5.2.0 → 5.3.0 (Ultra fast JSON encoder and decoder for Python)

  • urllib3 1.26.9 → 1.26.10 (HTTP library with thread-safe connection pooling, file post, and more.)

  • uvicorn 0.17.6 → 0.18.2 (The lightning-fast ASGI server.)

  • watchdog 2.1.7 → 2.1.8 (Filesystem events monitoring)

  • websocket_client 1.3.2 → 1.3.3 (WebSocket client for Python. hybi13 is supported.)

  • widgetsnbextension 3.6.0 → 3.6.1 (IPython HTML widgets for Jupyter)

  • winpython 4.6.20220501 → 4.7.20220709 (WinPython distribution tools, including WPPM)

  • wrapt 1.14.0 → 1.14.1 (Module for decorators, wrappers and monkey patching.)

Removed packages:

  • httptools 0.4.0 (A collection of framework independent HTTP protocol utils.)

  • poyo 0.5.0 (A lightweight YAML Parser for Python. 🐓)

  • watchgod 0.8.2 (Simple, modern file watching and code reload in python.)

  • websockets 10.3 (An implementation of the WebSocket Protocol (RFC 6455 & 7692))

@RoyiAvital
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The Windows Terminal shortcut works well.

@stonebig stonebig unpinned this issue Jul 17, 2022
@stonebig
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stonebig commented Aug 7, 2022 •
edited
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The Windows Terminal shortcut works well.

doesn't it create a useless DOS windows, that remains after having started the Windows Terminal ? image

@stonebig
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stonebig commented Aug 7, 2022

and you can't drag & drop your wheel in it, like for a dos window.... or I miss a step under Windows11

@RoyiAvital
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It does create an extra Window. But I thought it is a must. Do you have a way to bypass it?

I don't have Windows 11, I have Windows Terminal on Windows 10.

@stonebig
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stonebig commented Aug 8, 2022 •
edited
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It does create an extra Window. But I thought it is a must. Do you have a way to bypass it?

It shoud be possible
Basic tweak is to add an "exit" at last line of WinPython_terminal.bat , so it closes itself

@echo off
call "%~dp0env_for_icons.bat"  %*
echo "coucou"
if not "%WINPYWORKDIR%"=="%WINPYWORKDIR1%" cd %WINPYWORKDIR1%
%USERPROFILE%\AppData\Local\Microsoft\WindowsApps\wt.exe
exit

for the window to not even appear, we have to use the noshell trick

        self.create_launcher(
            'WinPython Terminal.exe',
            'terminal.ico',
            command='wscript.exe',
            args=r'Noshell.vbs WinPython_Terminal.bat',
        )

... done

@RoyiAvital
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OK, So the noshell trick will be in the new version?

@stonebig
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stonebig commented Aug 8, 2022

OK, So the noshell trick will be in the new version?

yes

@stonebig
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stonebig commented Aug 8, 2022

@stonebig , It would work, but it would be nicer even just have a stub. Like the VSCode folder inside t.

hummmm, having a look at it.

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2022-02 Jupyterlab-3.4.3 / Numpy-1.22...
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