Transformation-invariant kernels in GPyTorch
Project description
invariantkernels
Transformation-invariant kernels in GPyTorch
This package provides kernels for Gaussian processes that are invariant to transformations.
The core class is GroupInvariantKernel, which can be composed with other GPyTorch kernels to make them invariant to a group of transformations.
Example groups are in invariant_kernels/transformation_groups.
Development notes
Before making any commits or pushing a new version to PyPI, run pytest.
To push a new version to PyPI:
- Update the version in
pyproject.toml - Remove the old versions from
build/anddist/ - Run
python -m build - Run
twine upload dist/*
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