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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