Probatus

What's Changed
* Explicit support for Regression, performed major refactoring of tests, removed unused code and updated notebooks to work (again). by ReinierKoops in https://github.com/ing-bank/probatus/pull/248
* SHAPRFECV speedup for bigger use-cases and some simple refactoring. by ReinierKoops in https://github.com/ing-bank/probatus/pull/252


**Full Changelog**: https://github.com/ing-bank/probatus/compare/v3.0.1...v3.1.0

What's Changed
* Remove rounding of metrics to improve granularity by daaf89 in https://github.com/ing-bank/probatus/pull/238
* Add compatibility for Python 3.12 by ReinierKoops in https://github.com/ing-bank/probatus/pull/239
* add PR template by ReinierKoops in https://github.com/ing-bank/probatus/pull/250
* Allow Dependabot to make PR's for updating dependencies by ReinierKoops in https://github.com/ing-bank/probatus/pull/249
* Add explicit state setting by ReinierKoops in https://github.com/ing-bank/probatus/pull/242
* Update catboost requirement by dependabot in https://github.com/ing-bank/probatus/pull/254

New Contributors
* daaf89 made their first contribution in https://github.com/ing-bank/probatus/pull/238
* dependabot made their first contribution in https://github.com/ing-bank/probatus/pull/254

**Full Changelog**: https://github.com/ing-bank/probatus/compare/v3.0.0...v3.0.1

What's Changed
* Fix and reenable notebook tests by adri0 in https://github.com/ing-bank/probatus/pull/235
* Multi class shap rfecv by lproth in https://github.com/ing-bank/probatus/pull/174
* simplify probatus: remove 'old' code, update mkdocs config by ReinierKoops in https://github.com/ing-bank/probatus/pull/237

New Contributors
* adri0 made their first contribution in https://github.com/ing-bank/probatus/pull/235
* lproth made their first contribution in https://github.com/ing-bank/probatus/pull/174

**Full Changelog**: https://github.com/ing-bank/probatus/compare/v2.1.1...v3.0.0

What's Changed
* Use the latest release of SHAP (0.42.1) and fix tests accordingly by detrin in https://github.com/ing-bank/probatus/pull/228

New Contributors
* detrin made their first contribution in https://github.com/ing-bank/probatus/pull/228

**Full Changelog**: https://github.com/ing-bank/probatus/compare/v2.1.0...v2.1.1

What's Changed
* Implement automatic feature selection methods by markdregan in https://github.com/ing-bank/probatus/pull/220
* Penalty on shap calculation for higher variance by markdregan in https://github.com/ing-bank/probatus/pull/218
* make plot method in ShapRFECV return a matplotlib figure by fritshermans in https://github.com/ing-bank/probatus/pull/222

New Contributors
* markdregan made their first contribution in https://github.com/ing-bank/probatus/pull/220
* fritshermans made their first contribution in https://github.com/ing-bank/probatus/pull/222

**Full Changelog**: https://github.com/ing-bank/probatus/compare/v2.0.1...v2.1.0

What's Changed
* Fix docs deployment 214
* Fix Pypi publish deployment 214
* Add notebook pre-commit checks & perform fixes suggested by these checks 214
* Convert setup.py to pyproject.toml 214

**Full Changelog**: https://github.com/ing-bank/probatus/compare/v2.0.0...v2.0.1