Changelog

0.3.0 (XXXX/XX/XX)

• Supported Python versions are now ranging from 3.9 - 3.12.

0.2.0 (2023/08/24)

• Add this CHANGELOG file (#198)

• Update example of WHO feature selection (#212)

• Rename RidgeRegression2FoldCV -> Ridge2FoldCV (#211)

• Adding metrics for prediction rigidity (#209)

• Overhaul of documentation page (#200 to #204)

• Rename and add member variables (#197)

• Fix/check estimator (#196)

• fixed small typo in PCovR class documentation (#194)

• Resolved Issue WHO dataset missing function call section in doc (#181, #192)

• Speeding up tests (#190)

• Removing kernel optimization from who example (#189)

• Ignore rendered examples for linting (#188)

• Add more infos on documentation landing pages & CODE_OF_CONDUCT (#186)

• Add contributors pictures to README, show pip install instructions in docs (#185)

• Add linting and tests for docstring and documentation code (#184)

• Rerestructure requirements after (#171, #183)

• Update README.md to show banners (#176)

• Modernize package infrastructure (#172)

• Add an example of GCH for molecular materials (#171)

• Port examples to sphinx_gallery (#170)

0.1.4 (2023/03/14)

• documentation formatting fixes for math and datasets (#161, #163)

• changing the way the distance to the convex hull is computed in the DirectionalConvexHull due to numerical issues with the old method (#165)

0.1.3 (2023/03/02)

• Refactor scikit-cosmo to scikit-matter (#157, #151)

• Deprecation warning was added to link to renamed package (#154)

• dropped Python <3.8 support, because we are now using scikit-learn version >=1.1.0 (#139, #146, #152)

• WHO dataset and examples were added (#149)

• nice dataset was added (#143)

• overhaul of documentation (#142, #150)

• added DirectionalConvexHull class (#140)

• added test_precomputed_regression function to KPCovR (#136)

• other bugfixes (#141, #148)

0.1.2 (2022/07/04)

• fixed a bug in the orthonormalization step of PCov-CUR (#118)

• users can now initialize FPS selecting using a list of selected points, allowing to restart the selection in the middle (#116)

• KPCovR is now able to use pre-fitted regressor in the same way that PCovR can (#113)

0.1.1 (2021/11/30)

• fixed a bug in the orthonormalization step of PCov-CUR (#118)

• users can now initialize FPS selecting using a list of selected points, allowing to restart the selection in the middle (#116)

• KPCovR is now able to use pre-fitted regressor in the same way that PCovR can (#113)

0.1.0 (2021/05/12)

• first release out of the lab