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Gaussian Process API

Some ground work for Gaussian Processes / storing to HDF5 in a clean API.

For use examples, check out the Jupyter notebooks!

Installation:

Method 1:

This will only work with python 3.7+, and on a computer with cholmod installed (suitesparse, libsuitesparse-dev, etc...).

python3 -m pip install gaussian-process-api

Method 2:

This should work on any computer with anaconda:

conda create --name gp-api python=3.9
conda activate gp-api
conda install -c conda-forge scikit-sparse
python3 -m pip install gaussian-process-api
python3 -m pip install --upgrade ipykernel
python3 -m ipykernel install --user --name "gp-api" --display-name "gp-api" # For jupyter 

Contributing

We are open to pull requests.

If you would like to make a contribution, please explain what changes you are making and why.

License

MIT

Metadata

Release files for gaussian-process-api 0.6.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Files added late

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Source distribution (sdist)

Source distribution for gaussian-process-api 0.6.0
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gaussian_process_api-0.6.0.tar.gz 3.3 MB Without provenance Details for gaussian_process_api-0.6.0.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for gaussian-process-api 0.6.0
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gaussian_process_api-0.6.0-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details for gaussian_process_api-0.6.0-cp314-cp314-musllinux_1_2_x86_64.whl
gaussian_process_api-0.6.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for gaussian_process_api-0.6.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
gaussian_process_api-0.6.0-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details for gaussian_process_api-0.6.0-cp314-cp314-macosx_11_0_arm64.whl
gaussian_process_api-0.6.0-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details for gaussian_process_api-0.6.0-cp313-cp313-musllinux_1_2_x86_64.whl
gaussian_process_api-0.6.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for gaussian_process_api-0.6.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
gaussian_process_api-0.6.0-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for gaussian_process_api-0.6.0-cp313-cp313-macosx_11_0_arm64.whl
gaussian_process_api-0.6.0-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details for gaussian_process_api-0.6.0-cp312-cp312-musllinux_1_2_x86_64.whl
gaussian_process_api-0.6.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for gaussian_process_api-0.6.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
gaussian_process_api-0.6.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for gaussian_process_api-0.6.0-cp312-cp312-macosx_11_0_arm64.whl

Total release size: 3.7 MB

Release files / gaussian_process_api-0.6.0.tar.gz

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