Description:
jaxoplanet 0.0.2
jaxoplanet
Astronomical time series analysis with JAX
jaxoplanet is a
functional-programming-forward
implementation of many features from the
exoplanet and
starry packages built on top of
JAX.
jaxoplanet includes fast and robust implementations of many exoplanet-specific
operations, including solving Kepler's equation, and computing limb-darkened
light curves. Since jaxoplanet is built on top of JAX it has first-class
support for hardware acceleration using GPUs and TPUs, and it also integrates
seamlessly with modeling tools like
NumPyro, and
Flax.
For the most complete documentation, check out the documentation page at
jax.exoplanet.codes.
Installation
You'll first need to install JAX following the instructions in the JAX
docs. For example, to
install the CPU version of JAX, you can run:
python -m pip install "jax[cpu]"
Then install jaxoplanet with:
python -m pip install jaxoplanet
If you run into issues with installing jaxoplanet, take a look at the
installation instructions.
Quick start
Attribution
While we don't yet have a citation for jaxoplanet, please reference the GitHub
repository if you find this code useful in your research. The BibTeX entry for
the repo is:
@software{jaxoplanet,
author = {{Foreman-Mackey}, D. and {Garcia}, L.~J. and {Hattori}, S.
and {Dong}, J. and {Murray}, C.},
title = {{jaxoplanet}: Astronomical time series analysis with {JAX}},
url = {http://github.com/exoplanet-dev/jaxoplanet},
version = {0.0.1},
year = {2024},
}
License
Copyright (c) 2021-2024 Simons Foundation, Inc.
jaxoplanet is free software made available under the MIT License. For details
see the LICENSE file.
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Customer Reviews
There are no reviews.
