Powershap

Latest version: v0.0.11

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0.0.11

What's Changed
* enable validation set for xgboost's fit by mrzdev in https://github.com/predict-idlab/powershap/pull/34
* Correct use of random_state for xgboost by lorenjan in https://github.com/predict-idlab/powershap/pull/37
* Reduce memory usage by removing data copies by lorenjan in https://github.com/predict-idlab/powershap/pull/38
* relaxed pandas version constraints, so it works with 2.0 by almostintuitive in https://github.com/predict-idlab/powershap/pull/40
* :pray: update testing by jonasvdd in https://github.com/predict-idlab/powershap/pull/48
* 💨 updating dependencies - python 3.12 compatible by jonasvdd in https://github.com/predict-idlab/powershap/pull/49
* Fix wrong aggregation of shap values by jvdd in https://github.com/predict-idlab/powershap/pull/52

New Contributors
* mrzdev made their first contribution in https://github.com/predict-idlab/powershap/pull/34
* lorenjan made their first contribution in https://github.com/predict-idlab/powershap/pull/37
* almostintuitive made their first contribution in https://github.com/predict-idlab/powershap/pull/40
* jonasvdd made their first contribution in https://github.com/predict-idlab/powershap/pull/48

**Full Changelog**: https://github.com/predict-idlab/powershap/compare/v0.0.9...v0.0.11

0.0.9

What's Changed
* :bug: lgbm test bugfix for categorical data by jvdd in https://github.com/predict-idlab/powershap/pull/16
* :sparkles: cv support by jvdd in https://github.com/predict-idlab/powershap/pull/17
* :robot: update dependencies + new release by jvdd in https://github.com/predict-idlab/powershap/pull/18
* :broom: avoid missing package errors by jvdd in https://github.com/predict-idlab/powershap/pull/20
* :arrow_up: update dependencies by jvdd in https://github.com/predict-idlab/powershap/pull/22
* :recycle: update poetry install in ci by jvdd in https://github.com/predict-idlab/powershap/pull/27
* :sparkles: support xgboost + :package: general maintenance by jvdd in https://github.com/predict-idlab/powershap/pull/30


**Full Changelog**: https://github.com/predict-idlab/powershap/compare/powershap-v0.0.5.1...v0.0.9

0.0.5.1

- Bug fixes
- Added stratify and group support for train-test split
- Added more model support
- Added Python 3.7 support
- Optimized the algorithm

Release
The first public release of PowerShap.

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