release raiwidgets and responsibleai v0.27.0
v0.27.0
- educational materials
- new features
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Responsible AI Dashboard
- Drop Down For Object Detection by @natalie-isak in #2010
- Renaming Data Characteristics Tab by @natalie-isak in #2032
- Object Detection UX & Documentation updates by @Advitya17 in #2037
- Ensuring backwards compat b/w OD scenario and other vision scenarios by @natalie-isak in #2039
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Model Overview
- [Model Overview] Object Detection Metrics support by @Advitya17 in #2025
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- bug fixes and tests
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Responsible AI Dashboard
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RAIInsights
- make train data optional on RAIBaseInsights class by @imatiach-msft in #2029
- responsibleai: Add test case for dataset having boolean features by @gaugup in #2042
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Error Analysis
- fix indexing error when creating a filtered error analysis tree view with a dataset that contains categoricals by @imatiach-msft in #2026
- add EBM and LightGBM with TreeShap methods to calculate error correlation in error analysis by @imatiach-msft in #2018
- release erroranalysis v0.4.3 by @imatiach-msft in #2043
- update responsibleai and raiwidgets to erroranalysis 0.4.3 by @imatiach-msft in #2045
- fix transient test failures by increasing timeout for gbm shap method by @imatiach-msft in #2044
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RAI Utils
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Interpret
- update responsibleai to interpret-community 0.29.0 by @imatiach-msft in #2031
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other
Full Changelog: v0.26.0...v0.27.0