release raiwidgets and responsibleai 0.14.0 (#1009)
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CHANGES.md
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CHANGES.md
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- bug fixes
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- other
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## v0.14.0
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- educational materials
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- add Cognitive Service fairness assessment notebooks
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- new features
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- ## Error Analysis
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- add new accuracy and f1-score metrics in erroranalysis python backend and UI frontend
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- add importances to ErrorReport for error analysis
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- make ErrorReport, PredictionsAnalyzer and ModelAnalyzer public in erroranalysis package
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- display message bar after saving a cohort in error analysis dashboard
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- ## Counterfactual
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- implement save and load for counterfactual manager
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- make load method uniform across all RAI managers
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- perform schema validations on serialized counterfactual output
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- ## Interpret
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- upgrade interpret-community to 0.22.0
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- bug fixes
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- ## Model Analysis
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- remove drag and drop instructions in the dashboard navigation
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- add theme support for model statistics and dataset explorer
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- remove setup_explainer after ModelAnalysis load call in tests
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- add theme support for feature importances, causal, counterfactual tabs
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- hide opened feature list when clicking on the heatmap tab in model analysis
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- add localization for delete cohort dialog
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- ## Interpret
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- set is_run class variable in explainer manager
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- ## Causal
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- add init file to causal schema directory
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- ## Error Analysis
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- fix color for metrics that are not error metrics to be green in legend and heatmap nan cells
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- update features list in static view to have apply button removed and labels disabled for tree view parameters
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- update features list text for static case
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- fix running what if on categorical numeric values in error analysis dashboard
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- add theme support for error analysis view
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- fix for importances in static view causing failures when unspecified
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- fix feature list alignment issue
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- ## other
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- add documentation for the release process
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- add E2E test for model analysis, running from python jupyter notebook and validating in cypress
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- sort all python imports using isort
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- add aggregate feature importance tests for responsibleaitoolbox
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- add E2E individual feature importance tests for responsibleaitoolbox-classification-model-assessment notebook
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- fix image links in responsibleaitoolbox-classification-model-assessment.ipynb notebook to reference images in folder instead of using embedded images directly
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- rename causal tests
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## v0.13.0
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- new features
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@ -1 +1 @@
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0.13.0
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0.14.0
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