celerite2

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Getting error while installation.

1

Hi, I was trying to install celerite2 from source code following the instructions in the documentation. But while testing the code I got an error: ``` python -m pytest -v...

ajaykhoj

ImportError: cannot import name 'driver' from partially initialized module 'celerite2' (most likely due to a circular import)

2

I am happily using `celerite2` with no issues on my local computer, but encountered a problem when importing `celerite2` on readthedocs. I found a workaround but am posting here in...

eas342

Unable to access pymc3 submodule

6

Hi folks, I just discovered this updated version of celerite and am excited to add `celerite2`'s `PyMC3` GP into the [`Eureka!` ](https://github.com/kevin218/Eureka) package (as I'm finding more and more cases...

taylorbell57

SHOTerm not working in numpyro model

3

Hi @dfm, I'm trying to use numpyro to sample a GP with the SHO kernel as follows: ```python from jax.config import config config.update('jax_enable_x64', True) import jax import jax.numpy as jnp...

tagordon

Term.get_coefficients fails for jax implementation when built from source

3

Hi @dfm, Today I've built celerite2 from source following the recommendations on the install docs. I'm trying to do something simple, like this ```python from celerite2.jax import terms sho =...

bmorris3

gp does not own its data

7

Hi, I am using emcee to maximize a likelihood function to which I pass a celerite2.GaussianProcess object. I store the chain in a h5 file. When I start the emcee...

pilchat

A documentation example for C++ API

1

Please, can you add a C++ example to the documentation? `celerite` C++ doc's example looks helpful but I'm not sure if it is applicable here. Thank you!

hombit

Derive associative scan algorithm for factorization

5

I've derived the algorithms for matrix multiplication and solves, but I haven't been able to work out the factorization algorithm yet. There don't seem to be numerical issues for the...

dfm

Add support for JAX batching via vmap

3

This will require updating the backend to iterate over the batch dimension, but that shouldn't be too terribly hard. Then, we'd need to add a simple batching function. One question...

dfm

Derive exposure time integrated celerite model with variable exposure times

2

This should be possible using semi-separable matrices, but it'll take a little bit of reimplementation in the backend. Hopefully it's not too terrible!

dfm