Interpret-community

Latest version: v0.31.0

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0.25.0

Release notes:

- [Make function _get_surrogate_model_replication_measure() public](https://github.com/interpretml/interpret-community/commit/3f1e586ebf8a6f1a4f647942ddee276ca4bb93aa)
- [Add linting workflow for python files](https://github.com/interpretml/interpret-community/commit/c7af3d5fbc30b9182e65f1dd6d4812ae79372a15)
- [decrease tolerance on serialization check for macos test builds](https://github.com/interpretml/interpret-community/commit/9d91f8e05f2200ac4bd5e1bd53cb6cf5635924eb)
- [Add python 3.7 tests](https://github.com/interpretml/interpret-community/commit/a463799c98bfbdfa93890cd8fe502ba6f40915b4)
- [replace numpy.array with numpy.ndarray in docs](https://github.com/interpretml/interpret-community/commit/9ba3a83b47fdde6a3921cbcb775d01c939cbe473)
- [Update requirements-test.txt to pin markupsafe<2.1.0](https://github.com/interpretml/interpret-community/commit/3269e0f160be75436a6f5c2ea0b5e07b817b5a32)
- [fix build failure due to old sqlalchemy dependency](https://github.com/interpretml/interpret-community/commit/3a893f400f9859c58cc222aa4c7f423677fd8970)
- [Replace load_boston() with fetch_california_housing()](https://github.com/interpretml/interpret-community/commit/21c343b8743ebab9f3c5628a1b0e991c9437af51)
- [Add notebook replication measure of global surrogate model](https://github.com/interpretml/interpret-community/commit/e4166cb98e48a0ff1b37f2a79527ae58f8c85cce)
- [fix windows nightly build failures due to pywinpty dependency failing](https://github.com/interpretml/interpret-community/commit/33ca855baae4f3a1701c10831455f20097a24ad0)
- [fix some methods and classes missing from readthedocs documentation](https://github.com/interpretml/interpret-community/commit/89fd188ec270e811935a2e899e57bc1709a062fb)
- [update interpret-community to ml-wrappers 0.1.0](https://github.com/interpretml/interpret-community/commit/81f06883a00ce43db6ed5328f24d94bf96b54f70)
- [fix PFI handling tensorflow models for tensorflow>=2.6](https://github.com/interpretml/interpret-community/commit/75fdf32339987856ad506ad0aa080ade71b568cb)
- [fix shape check to support other types of wrapped datasets such as BatchDataset](https://github.com/interpretml/interpret-community/commit/1f2d978480c60b121a78c0b353200004b2ee40c6)

0.24.2

- move PR gate to github actions
- correctly annotate python warnings
- remove devops unit tests from PR gate
- add backcompat test for saving and loading explanations and fix backcompat issue
- make function _get_surrogate_model_replication_measure() public
- add linting workflow for python files
- decrease tolerance on serialization check for macos test builds

0.24.1

- fix reimports from ml-wrappers package for WrappedClassificationModel, WrappedRegressionModel

0.24.0

- update interpret-community to use new ml-wrappers repository (https://github.com/microsoft/ml-wrappers)
- add tests for ExplanationAdapter for code coverage
- rename test directory from test/ to tests/
- suppress tensorflow warnings that may sometimes occur on import
- add support for serializing explanations using save_explanation and load_explanation with sparse data
- update interpret-community to ml-wrappers 0.0.5
- fix flake8 error on builds

0.23.0

- fix sphinx doc build failures in interpret-community
- sort imports using isort
- add more dependencies to docs build to fix warnings
- remove numba dependency pin
- add more flake8 extensions
- fix multiple save()/load() bug
- add flake8-breakpoint to avoid code checkin with active breakpoints

0.22.0

- version bump for shap 0.40.0 and interpret-core 0.2.7
- removed the pin on lightgbm package due to recent build break with new lightgbm release 3.3.1 and fixed the serialization logic to handle the new lightgbm model version
- upgraded tensorflow and xgboost test dependencies
- added support for keras scikit classifier and regressor to model wrapper
- fixed nightly build breaking due to new scikit-learn package which breaks model function serialization

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