.codecov.yml
.gitignore
.readthedocs.yaml
LICENSE
MANIFEST.in
README.md
contributors.txt
pyproject.toml
setup.cfg
setup.py
.github/workflows/docs.yml
.github/workflows/lint.yml
.github/workflows/tests.yml
docs/Makefile
docs/make.bat
docs/requirements.txt
docs/source/VoronoiFPS-Schematic.pdf
docs/source/bibliography.rst
docs/source/conf.py
docs/source/contributing.rst
docs/source/datasets.rst
docs/source/gfrm.rst
docs/source/index.rst
docs/source/installation.rst
docs/source/intro.rst
docs/source/linear_models.rst
docs/source/pcovr.rst
docs/source/preprocessing.rst
docs/source/reference.rst
docs/source/selection.rst
docs/source/tutorials.rst
docs/source/utils.rst
examples/FeatureSelection.ipynb
examples/OrthogonalRegressionNonAnalytic.ipynb
examples/PCovR.ipynb
examples/PCovR_Scaling.ipynb
examples/PlotGFRE.ipynb
examples/PlotLFRE.ipynb
examples/PlotPointwiseGFRE.ipynb
examples/Selectors-Pipelines.ipynb
examples/requirements.txt
skcosmo/__init__.py
skcosmo/_selection.py
skcosmo.egg-info/PKG-INFO
skcosmo.egg-info/SOURCES.txt
skcosmo.egg-info/dependency_links.txt
skcosmo.egg-info/requires.txt
skcosmo.egg-info/top_level.txt
skcosmo.egg-info/zip-safe
skcosmo/datasets/__init__.py
skcosmo/datasets/_base.py
skcosmo/datasets/data/csd-1000r.npz
skcosmo/datasets/data/degenerate_CH4_manifold.npz
skcosmo/datasets/descr/csd-1000r.rst
skcosmo/datasets/descr/degenerate_CH4_manifold.rst
skcosmo/decomposition/__init__.py
skcosmo/decomposition/_kernel_pcovr.py
skcosmo/decomposition/_pcovr.py
skcosmo/feature_selection/__init__.py
skcosmo/feature_selection/_base.py
skcosmo/linear_model/__init__.py
skcosmo/linear_model/_base.py
skcosmo/linear_model/_ridge.py
skcosmo/metrics/__init__.py
skcosmo/metrics/_reconstruction_measures.py
skcosmo/model_selection/__init__.py
skcosmo/model_selection/_split.py
skcosmo/preprocessing/__init__.py
skcosmo/preprocessing/_data.py
skcosmo/sample_selection/__init__.py
skcosmo/sample_selection/_base.py
skcosmo/sample_selection/_voronoi_fps.py
skcosmo/utils/__init__.py
skcosmo/utils/_orthogonalizers.py
skcosmo/utils/_pcovr_utils.py
skcosmo/utils/_progress_bar.py
tests/.gitignore
tests/test_datasets.py
tests/test_feature_pcov_cur.py
tests/test_feature_pcov_fps.py
tests/test_feature_simple_cur.py
tests/test_feature_simple_fps.py
tests/test_greedy_selector.py
tests/test_kernel_normalizer.py
tests/test_kernel_pcovr.py
tests/test_linear_model.py
tests/test_metrics.py
tests/test_model_selection.py
tests/test_orthogonalizers.py
tests/test_pcovr.py
tests/test_pcovr_distances.py
tests/test_progress_bar.py
tests/test_sample_pcov_cur.py
tests/test_sample_pcov_fps.py
tests/test_sample_simple_cur.py
tests/test_sample_simple_fps.py
tests/test_sparse_kernel_centerer.py
tests/test_standard_flexible_scaler.py
tests/test_voronoi_fps.py