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spotgp

PyPI Tests codecov Documentation Status

spotgp: Gaussian Process kernels for stellar starspot variability implemented in JAX.


Lightcurve animation

Installation

From PyPI

pip install spotgp

With JAX acceleration (recommended):

pip install "spotgp[jax]"

From source

git clone https://github.com/jbirky/spotgp.git
cd spotgp
pip install -e ".[jax]"

Alternatively, clone the repo and add it to your Python path:

git clone https://github.com/jbirky/spotgp.git
echo 'export PYTHONPATH="$PYTHONPATH:/path/to/spotgp"' >> ~/.bashrc
source ~/.bashrc

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Physically motivated Gaussian Process kernels for starspot variability

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