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Release responsibleai and raiwidgets version 0.30.0 (microsoft#2281)
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* 0.30.0

* changes.md for v0.30.0

* add changes since yesterday

* prettier fixes

* add latest PR

* error analysis -> Error Analysis

* remove breaking changes section
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romanlutz authored Aug 25, 2023
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101 changes: 99 additions & 2 deletions CHANGES.md
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Expand Up @@ -9,7 +9,7 @@ Each set of changes should be grouped by
- educational materials
- new features
- breaking changes
- bug fixes
- bug fixes and tests
- other

Note that it is not required to have an entry for every pull request.
Expand All @@ -21,8 +21,105 @@ this file to understand what changed.
- educational materials
- new features
- breaking changes
- bug fixes
- bug fixes and tests
- other

## v0.30.0

- educational materials
- ## RAI Text
- Doc update for `responsibleai_text` by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2169
- new features
- ## Responsible AI Dashboard
- [Question Answering] Cache support for Model Overview Metrics by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2166
- Individual feature importance interpret QA - part1 by @vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2167
- Individual feature importance interpret QA by @vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2186
- Error Analysis UI & Template support for Object Detection by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2203
- add multiclass statistics to text and tabular RAI dashboards by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2222
- Add forecasting to raiwidgets and add a forecasting notebook by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2252
- ## RAI Text
- [Question Answering] Cache support for Model Overview Metrics by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2166
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.29.0 by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2172
- add base values and importances for ending tokens to QA explanations by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2178
- ## RAI Vision
- [Question Answering] Cache support for Model Overview Metrics by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2166
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.29.0 by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2172
- [Object Detection] Model Overview Cache Support Extension for torchmetrics by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2170
- OD model type support in raiutils for EA by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2227
- GPU support for OD metrics by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2266
- ## RAI Tabular
- OD model type support in responsibleai for EA by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2230
- bug fixes and tests
- ## Responsible AI Dashboard
- ModelAssessmentVision UI Test Template by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2174
- Multiclass Image Classification Notebook for UI testing by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2175
- Image Classification Notebook for UI testing #2175 by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2176
- Vision Data Analysis / Data Balance E2E Tests + Refactor by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2183
- Vision Model Overview E2E Tests - Refactor by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2185
- OD ID Plot Hotfix by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2190
- Fix heatmap by removing erroneous color configuration by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2201
- Vision Data Explorer Table & Class View tests by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2220
- Vision Data Explorer Image Explorer Tests by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2188
- Enabled EA UI testing for OD by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2251
- CanvasTools OD Bounding Box Fix by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2267
- Add forecasting to raiwidgets and add a forecasting notebook by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2252
- add e2e UI notebook tests to DBPedia text classification notebook by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2265
- Endpoint Interruption Logic for Model Overview with OD by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2268
- Endpoint Interruption Logic for Model Overview with QA by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2274
- add e2e UI notebook tests to blbooksgenre text classification notebook by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2273
- ## RAI Vision
- Require pillow>=10.0.0, catch drise failure due to low mask_res or num_masks by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2181
- Add retry logic to image reader by @kicha0 in https://github.com/microsoft/responsible-ai-toolbox/pull/2206
- fix error for automl object detection models when initializing error analysis and optimize explanation execution by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2245
- fix for aggregate parameter passed to torchmetrics by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2235
- pass transforms for optimized automl model explanations and improve error logging to include inner exception by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2269
- ## RAI Text
- add RAITextInsights DBPedia notebook example and tests by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2204
- add RAITextInsights covid19 multilabel classification notebook example and tests by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2221
- add RAITextInsights blbooksgenre binary classification notebook example and tests by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2226
- ## RAI Tabular
- Change `ValueError` to `UserConfigValidationException` in casual_manager.py by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2209
- Add input type validation for FeatureMetadata class by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2218
- Move missing value validations before unique value validations by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2228
- Pass categorical features after dropping dropped features in CounterfactualManager by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2241
- RAIInsights: prevent failures on optional methods & fix feature range formatting for timestamps by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2258
- fix RAI explanation error for dropped categorical features after serialization by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2261
- Tabular Only: Address missing values as per each manager in responsibleai by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2263
- responsibleai: Add prediction wrapper to missing value tests by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2270
- ## Error Analysis
- Update text insights and error_analysis_manager to handle pd.DataFrame predictions and prediction with type of string by @tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2179
- Error Analysis testing for IC & multilabel by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2205
- change erroranalysis valueerror caused by invalid model prediction shape to user error by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2254
- ## Fairness Dashboard
- Use only Fairlearn v0.7.0 due to breaking changes in v0.9.0 and lack of Python 3.7 support in v0.8.0 by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2194
- other
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 99116202 by @RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2177
- release responsibleai-vision 0.2.4 by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2192
- fix responsibleai-vision pypi release script by installing pycocotools from conda by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2197
- fix build CI failing due to old pip-tools failing with latest pip by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2200
- release scikit-learn upper bound in responsibleai package by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2173
- improve notebook test logging and verbosity to diagnose timeouts by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2202
- Widget spacing for OD MO widgets by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2213
- Update \_NOTICE.md file by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2231
- LEGO: Pull request from JUNO/hb_a12a4630-4852-4e7d-9cbc-c0e1117da1ab_20230811114026921 to main by @csigs in https://github.com/microsoft/responsible-ai-toolbox/pull/2237
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 101597327 by @RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2236
- reduce PR execution time for tabular RAI dashboard changes by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2238
- Release new version of raiutils with OD support by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2244
- Removed python 3.6 from python PR gate by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2249
- fix ci-notebook-vision transient 6 hour CI timeouts by installing older pyarrow by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2212
- Update explainer_manager.py to change docs from MimicWrapper to MimicExplainer by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2240
- refactor notebook examples into tabular, text and vision folders by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2253
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 101886729 by @RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2255
- Added additional paths for vision gates by @Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2256
- move image folder for tabular responsibleaidashboard under tabular folder by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2257
- release erroranalysis 0.4.5 by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2262
- fix CI errors due to new mlflow and pydantic dependencies by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2259
- update responsibleai and raiwidgets to erroranalysis 0.4.5 by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2264
- convert CI-python to use conda and install pytorch dependencies by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2272
- update responsibleai to interpret-community 0.30.0 by @imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2275
- Remove deprecated module `cohort.py` from `raiwidgets` by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2278
- Turn off flag `should_construct_pandas_query` in `PredictionsModelWrapperClassification` by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2277
- Update CODEOWNERS to include romanlutz for responsibleai by @romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2280

## v0.29.0

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0.29.0
0.30.0

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