Insolver

What's Changed
* Refactoring hyperopt functionality for wrappers_v2 by alexmindset in https://github.com/MindSetLib/Insolver/pull/186
* Add homogeneity tests for feature monitoring and unittests for this code by Irek21 in https://github.com/MindSetLib/Insolver/pull/187

New Contributors
* Irek21 made their first contribution in https://github.com/MindSetLib/Insolver/pull/187

**Full Changelog**: https://github.com/MindSetLib/Insolver/compare/v0.4.21...v0.4.22

What's Changed
* Adding InsolverGBMWrapper in wrappers_v2; Code fixes by alexmindset in https://github.com/MindSetLib/Insolver/pull/182
* Maintenance: Change raises in xfail test; download_dataset annotations by alexmindset in https://github.com/MindSetLib/Insolver/pull/183
* Adding shap_explain method (without some functionality) to wrappers_v2 by alexmindset in https://github.com/MindSetLib/Insolver/pull/184
* Fixing loading and saving models by alexmindset in https://github.com/MindSetLib/Insolver/pull/185


**Full Changelog**: https://github.com/MindSetLib/Insolver/compare/v0.4.20...v0.4.21

What's Changed
* Maintenance: adding workflow on GitHub release for PyPi by alexmindset in https://github.com/MindSetLib/Insolver/pull/176
* Maintenance: versioning with setuptools_scm; Adding pip install insolver[dev]; GitHub Actions optimization. by alexmindset in https://github.com/MindSetLib/Insolver/pull/177
* Maintenance: Enable black linter; Fixing Documentation by alexmindset in https://github.com/MindSetLib/Insolver/pull/178
* Maintenance: Adding codecov in CI by alexmindset in https://github.com/MindSetLib/Insolver/pull/179
* Adding a new version of wrappers. Minor changes with requirements. by alexmindset in https://github.com/MindSetLib/Insolver/pull/181


**Full Changelog**: https://github.com/MindSetLib/Insolver/compare/v0.4.19...v0.4.20

What's Changed
* Maintenance: adding workflow on GitHub release for PyPi by alexmindset in https://github.com/MindSetLib/Insolver/pull/176
* Maintenance: versioning with setuptools_scm; Adding pip install insolver[dev]; GitHub Actions optimization. by alexmindset in https://github.com/MindSetLib/Insolver/pull/177


**Full Changelog**: https://github.com/MindSetLib/Insolver/compare/v0.4.19...v0.4.20a1

What's Changed
* Updating requirements; Updating metadata; Trimming whitespaces by alexmindset in https://github.com/MindSetLib/Insolver/pull/173
* Dev by alexmindset in https://github.com/MindSetLib/Insolver/pull/174
* Dev by alexmindset in https://github.com/MindSetLib/Insolver/pull/175


**Full Changelog**: https://github.com/MindSetLib/Insolver/compare/v0.4.18...v0.4.19

What's Changed
* add tutorals + update readme by ttimosha in https://github.com/MindSetLib/Insolver/pull/149
* Adding Manifest.in for external data by alexmindset in https://github.com/MindSetLib/Insolver/pull/150
* add updated report by ttimosha in https://github.com/MindSetLib/Insolver/pull/151
* Making InsolverDataFrame's init identical to pandas.DataFrame. by alexmindset in https://github.com/MindSetLib/Insolver/pull/153
* Minor typos correction. Name extraction transform modified. by alexmindset in https://github.com/MindSetLib/Insolver/pull/154
* shap and explain instance; docs by ttimosha in https://github.com/MindSetLib/Insolver/pull/152
* Minor enhancement in scripts by alexmindset in https://github.com/MindSetLib/Insolver/pull/155
* shap class and report shap fixes by ttimosha in https://github.com/MindSetLib/Insolver/pull/157
* fix bugs by ttimosha in https://github.com/MindSetLib/Insolver/pull/158
* add django serving by nikolay-py in https://github.com/MindSetLib/Insolver/pull/162
* dell env settings by nikolay-py in https://github.com/MindSetLib/Insolver/pull/163
* add loading test by nikolay-py in https://github.com/MindSetLib/Insolver/pull/164
* add docs for django serving by nikolay-py in https://github.com/MindSetLib/Insolver/pull/165
* fix bugs by ttimosha in https://github.com/MindSetLib/Insolver/pull/159
* fix index for pandas df by nikolay-py in https://github.com/MindSetLib/Insolver/pull/166
* Transforms serialization with dill by alexmindset in https://github.com/MindSetLib/Insolver/pull/156
* Fix InsolverDataFrame and InsolverTransforms by alexmindset in https://github.com/MindSetLib/Insolver/pull/167
* Updating .readthedocs.yaml by alexmindset in https://github.com/MindSetLib/Insolver/pull/168
* Transforms fixes by alexmindset in https://github.com/MindSetLib/Insolver/pull/169
* Adding project configs; Removing binary GIFs from repo; Other minor changes by alexmindset in https://github.com/MindSetLib/Insolver/pull/170
* Readme serving dodatko by alexmindset in https://github.com/MindSetLib/Insolver/pull/171
* Cosmetic by alexmindset in https://github.com/MindSetLib/Insolver/pull/172

New Contributors
* nikolay-py made their first contribution in https://github.com/MindSetLib/Insolver/pull/162

**Full Changelog**: https://github.com/MindSetLib/Insolver/compare/v0.4.17...v0.4.18