Responsibleai

- new features
- Responsible AI Dashboard
- UI Improvement for Aggregate Object Detection Labels by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2431
- bug fixes and tests
- Responsible AI Dashboard
- Update raiwidgets to rai-core-flask v0.7.1 by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2437
- RAI Vision
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.32.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2420
- release responsibleai-vision 0.3.3 and responsibleai-text 0.2.3 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2421
- Added aria-labels to dropdowns by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2417
- make elements under image explorer view tab keyboard accessible by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2422
- Added aria-labels for sliders and checkboxes/DetailsList by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2419
- Added aria-labels to buttons by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2418
- fix switch cohort window getting clipped when zoomed in for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2430
- fix vision dashboard flyout accessibility on smaller screen size by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2432
- fix image downloader failing with automl format on deserialize due to missing label transformations by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2435
- fix save and switch button text overflowing for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2438
- Object Detection Model Overview missing-class fix for Cohorts by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2429
- other
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 111947035 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2433
- LEGO: Pull request from JUNO/hb_a12a4630-4852-4e7d-9cbc-c0e1117da1ab_20231125124253772 to main by csigs in https://github.com/microsoft/responsible-ai-toolbox/pull/2428
- Removed python 3.6 from CI-notebook gate by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2441
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 112224195 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2434

- new features
- Responsible AI Dashboard
- add socket implementation to RAI dashboard object detection and question answering metrics calls by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2394
- Dashboard Port Updates by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2406
- bug fixes and tests
- Responsible AI Dashboard
- release rai-core-flask 0.7.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2398
- update raiwidgets to rai-core-flask v0.7.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2401
- Release new version of rai_core_flask by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2407
- fallback to request if socket connection fails for object detection and question answering metrics for backcompat by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2409
- Side Panel Bug Fix by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2414
- RAI Vision
- OD Explanation Loader Fix by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2381
- Optional support for IS_CROWD for OD COCO label format by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2395
- Import & data loading fixes for IC & multilabel notebooks by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2410
- fix RangeIndex error in error analysis for object detection models by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2411
- add average parameter to MeanAveragePrecision to specify micro or macro calculation by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2412
- Counterfactual
- Update requirements.txt to upgrade dice-ml to 0.11.0 by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2397
- Refer to predicted value from Counterfactual data by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2402
- Error analysis
- Accessibility fix for 'Error Analysis' header by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2415
- other
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 107831016 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2393
- LEGO: Pull request from JUNO/hb_a12a4630-4852-4e7d-9cbc-c0e1117da1ab_20231003114057604 to main by csigs in https://github.com/microsoft/responsible-ai-toolbox/pull/2384
- LEGO: Pull request from JUNO/hb_a12a4630-4852-4e7d-9cbc-c0e1117da1ab_20231030114314322 to main by csigs in https://github.com/microsoft/responsible-ai-toolbox/pull/2400
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 109426168 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2408
- fix build errors due to changed exception messages and UCI repository expired certificate by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2413

- new features
- Responsible AI Dashboard
- Heatmap Support for Object Detection by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2303
- Vision Explanation Dashboard render refactor by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2306
- Single Container in Image Data Explorer for Object Detection by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2330
- Error Labeling integration into Image Data Explorer for Agg Labels by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2334
- Detection info inside Object Detection Flyout by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2339
- Categorical Exif Metadata support for Vision Dashboard by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2348
- Error Labeling Integration in Table View by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2350
- Numerical Exif Metadata support for Image Dashboards by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2358
- add local feature importance info button and include shap values in description for RAI text dashboard by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2373
- Error Labeling Integration in Class View by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2354
- Sorting support for Object Detection labels by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2376
- Forecasting: generate time series as cohorts by romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2355
- RAI utils
- Add pandas timestamp support to json serialization utility function in raiutils by romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2320
- RAI tabular
- Forecasting: consume locally served model by romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2319
- bug fixes and tests
- Responsible AI Dashboard
- accessibility: add aria label to RAI text dashboard slider by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2293
- Added ariaLabel to cohort dropdown by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2296
- UI Tests for Object Detection Widgets in Model Overview by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2295
- move text UI individual feature importance tests by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2299
- RAI Text Dashboard a11y: make scrollable pane focusable and use label attribute on slider by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2305
- Heatmap e2e test by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2239
- fix true y and pred y not appearing for QA text dashboard in table view by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2336
- fix failing object detection e2e jupyter notebook UI tests on linux by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2341
- Expanded Object Detection Flyout & Image Sizes by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2335
- add model explanation data to test app for question answering example on squad dataset by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2326
- fix alignment of true and predicted labels in vision data explorer by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2369
- fix choose cohorts close or cancel updating feature cohorts selection in flyout by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2366
- remove duplicate text in feature importance graph of the RAI Text dashboard by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2371
- remove non-functional page size selector from RAI Vision dashboard table view by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2370
- Backend and OD Notebook Dataset fixes by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2360
- Data Analysis Label Fix for OD by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2365
- Table View Search Fix for Multilabel & OD by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2367
- Enabling Heatmap test for Feature Cohort + MO test fixes by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2340
- RAI Text
- fix failing vision tests due to new RAI validation logic which doesn't allow non string dropped column names by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2302
- add text feature importance e2e unit tests for covid jupyter notebook by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2323
- add text feature importance e2e unit tests for dbpedia jupyter notebook by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2313
- fix error analysis for RAITextInsights displaying all incorrect instances for text labels by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2325
- add text feature importance e2e unit tests for blbooksgenre jupyter notebook by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2327
- fix question answering pipeline indexing error in shap due to varied token length after masking by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2332
- add RAITextInsights openai notebook example and tests by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2345
- RAI Vision
- fix failing vision tests due to new RAI validation logic which doesn't allow non string dropped column names by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2302
- OD model type support in responsibleai_vision for EA by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2233
- Test case for EA-OD flow by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2322
- fix data analysis description and tooltips hidden for large screens by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2368
- fix flaky object detection vision notebook test by allowing range of feature cohorts to be specified by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2374
- Unit test for Exif support in the Image Dashboards by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2382
- RAI Tabular
- Error analysis
- Hotfix to add VEM as soft dependency to `erroranalysis` by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2290
- EA ModelTask Fix by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2316
- other
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.30.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2300
- Update requirements-linting.txt to add `flake8-all-not-strings` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2276
- Release erroranalysis 0.5.1 by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2304
- Release Error Analysis 0.5.2 by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2317
- increase verbosity for gated tests to help diagnose failures by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2301
- release responsibleai-vision 0.3.0 and responsibleai-text 0.2.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2315
- Release responsibleai_vision 0.3.1 by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2321
- Add `create_complex_regression_pipeline` to `sklearn_model_utils.py` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2318
- Remove pins on flake8 linter packages by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2328
- release responsibleai-text 0.2.1 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2337
- causal_manager.py: Move user config validation checks from compute() to add() by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2342
- Fix links on README.md by jamesbchao in https://github.com/microsoft/responsible-ai-toolbox/pull/2349
- Update README.md by jamesbchao in https://github.com/microsoft/responsible-ai-toolbox/pull/2352
- Remove unreachable branch in `test_rai_insights_save_and_load_scenarios.py` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2343
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 106178211 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2375
- LEGO: Pull request from JUNO/hb_a12a4630-4852-4e7d-9cbc-c0e1117da1ab_20230928114108584 to main by csigs in https://github.com/microsoft/responsible-ai-toolbox/pull/2372
- Add python 3.11 for erroranalysis, raiutils and rai-test-utils by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2385
- Add 3.11 support to rai-core-flask by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2386
- fix failing builds due to pytorch dependencies by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2389
- pin responsibleai text and vision packages to 0.30.0 by romanlutz in https://github.com/microsoft/responsible-ai-toolbox/pull/2387

- 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
- Error analysis
- Error Analysis backend support for Object Detection by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2225
- 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
- add RAITextInsights question answering notebook example and tests by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2279
- add e2e UI notebook tests to covid19 event multilabel text classification notebook by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2282
- 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
- Raise usererror on prediction failure. by kicha0 in https://github.com/microsoft/responsible-ai-toolbox/pull/2248
- add RAITextInsights question answering notebook example and tests by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2279
- fix question answering error when running pipeline model on cuda by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2291
- add e2e UI notebook tests to covid19 event multilabel text classification notebook by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2282
- 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
- OD model and data util functions in rai_test_utils by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2246
- Release new version of rai test utils by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2284
- Updated release gate for rai test utils to install OD dependencies by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2285
- Add torch installation support for rai test utils release by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2286
- Release new version of `erroranalysis` with OD support by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2288
- remove vision e2e notebook tests from raiwidgets and responsibleai release workflow by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2292
- Rename `release-rai.yml` to `release-rai-tabular.yml` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2283

- educational materials
- Doc update for `responsibleai_vision` by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2164
- [Object Detection] User Flows / Architectures by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2134
- [Object Detection] DFD Documentation by natalie-isak in https://github.com/microsoft/responsible-ai-toolbox/pull/2138
- [Object Detection] Explanation Documentation by natalie-isak in https://github.com/microsoft/responsible-ai-toolbox/pull/2136
- [Object Detection] CanvasTools documentation by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2133
- [Object Detection] Model Overview Object Detection Documentation by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2132
- new features
- Responsible AI Dashboard
- [Object Detection] Cache support for Model Overview Metrics by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2158
- [Image Explorer] CanvasTools Image Loading support for Object Detection by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2097
- [Object Detection] [Image Explorer] Bounding Box Support with CanvasTools on Flyout by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2116
- bug fixes and tests

- Responsible AI Dashboard
- update responsibleai-text and responsibleai-vision packages to latest responsibleai 0.28.0 release by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2159
- Robot page exception in DatasetUtils where jointDataset.metaDict[property] is undefined by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2148
- Remove console log by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2125
- Refactor- Add datasetCohorts to ModelAssessementContext && create datasetCohort && add compositeFilter in DatasetCohort by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2119
- RAIInsights
- raise error instead of warning when a user has missing data and add c… by hawestra in https://github.com/microsoft/responsible-ai-toolbox/pull/2143
- Add columns names to `create_multiclass_classification_dataset` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2114
- add validation target column type in the classification scenario by hawestra in https://github.com/microsoft/responsible-ai-toolbox/pull/2127
- update econml to latest 0.14.1 release by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2112
- Update dice-ml to 0.10.0 by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2145
- Causal
- Fix individual causal plot not rendering for 5k points by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2113
- Add loading spinner for causal policy tab by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2121
- RAI Text
- merge RAI Text repository to RAI toolbox by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2118
- add responsibleai-text package tests to build gate by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2139
- release responsibleai-text 0.1.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2163
- add release scripts for responsibleai-text and responsibleai-vision pypi packages by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2156
- RAI Vision
- add responsibleai-vision package to responsible-ai-toolbox by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2135
- add responsibleai-vision package to gated CI tests by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2152
- add retry logic to common vision utils to make tests more robust by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2154
- add device parameter to responsibleai_vision package and pass to model wrappers by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2157
- release responsibleai-vision 0.2.3 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2162
- RAI Test Utils
- Update rai_test_utils in erroranalysis and responsibleai to 0.3.0 by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2111
- `rai_test_utils`: Convert all namespaces in `__all__` list as strings by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2128

- other
- fix build failures due to lint errors for onelocbuild yml by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2137
- Skipping python 3.7 tests on MACOS by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2129
- fix build failures due to new joblib 1.3.0 release failing on windows with python 3.7 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2155
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 97902894 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2160
- Update the python version to 3.8 in release workflows by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2161
- fix job names in release scripts by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2165

- educational materials
- Correct test command and add clarification on GPG Key to CONTRIBUTING.md by ziqi-ma in https://github.com/microsoft/responsible-ai-toolbox/pull/2082
- new features
- Responsible AI Dashboard
- QA Scenario metrics template by mehektulsyan in https://github.com/microsoft/responsible-ai-toolbox/pull/2034
- Reset ComboBox Option for Object Detection by natalie-isak in https://github.com/microsoft/responsible-ai-toolbox/pull/2049
- Integrate Question answering metrics from python backend by mehektulsyan in https://github.com/microsoft/responsible-ai-toolbox/pull/2054
- Display details of points and bubble for highcharts in full-screen mode by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2060
- Show message to select bubble after bubble plot renders by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2070
- Add dataset metadata to `IDataset` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2071
- enable confusion matrix for binary and multiclass text and vision RAI dashboards by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2108
- bug fixes and tests
- Responsible AI Dashboard
- remove QA statistics which were mistakenly added to multilabel metrics by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2048
- fix multilabel RAI Vision Dashboard table view labels squished by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2057
- [Big data] Few bug fixes and changes by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2056
- fix outline bug and add contributors to readme by hawestra in https://github.com/microsoft/responsible-ai-toolbox/pull/2081
- Fix background color not changing with theme switch by hawestra in https://github.com/microsoft/responsible-ai-toolbox/pull/2084
- Revert "fix outline bug" by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2086
- Fix table view multi-selection by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2087
- [Big Data] Fix create cohort, filter range for index and dataset by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2089
- Fix background color and outline by hawestra in https://github.com/microsoft/responsible-ai-toolbox/pull/2092
- [Big data] Add telemetry by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2093
- Fix bug -"All data" cohort detection is based on localized strings by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2094
- Retain filter selections when editing filter by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2096
- Adding Class Name To OD Dropdown by natalie-isak in https://github.com/microsoft/responsible-ai-toolbox/pull/2098
- Refactor cohortList to be less than 300 lines & add datasetCohorts to context by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2103
- RAIInsights
- Use cohort filter constatns from erroranalysis/responsibleai in tests by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2047
- fix build failures by pinning statsmodels to older version due to numpy incompatibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2053
- Raise warning in case the test data has missing values by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2065
- Add user feedback to compute() function by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/697
- Remove un-needed `requests` dependency by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2083
- Raise value error for min max computation of feature range by kicha0 in https://github.com/microsoft/responsible-ai-toolbox/pull/2072
- Move `common_utils.py` into `responsibleai_dashboard` directory by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2095
- Port over logic of `load_adult_income_dataset` from `dice-ml` to unblock gates by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2106
- Fix dimension mismatch error when dropped_features contains cat_features by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2099
- Error Analysis
- Prevent overwriting of dataset in `erroranalysis` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2050
- fix multilabel erroranalysis metrics dropdown appearing blank by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2063
- release erroranalysis 0.4.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2105
- update responsibleai and raiwidgets to erroranalysis 0.4.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2107
- RAI Utils
- Referencing `UserConfigValidationException` from `raiutils` instead of `responsibleai` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/1932
- RAI Test Utils
- Add doc strings to public functions in `rai_test_utils` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2055
- Add Imputation to classification pipeline in `rai_test_utils` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/
pull/2064
- Add `is_valid_uuid` to `rai_test_utils` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2061
- Create release 0.2.0 for `rai_test_utils` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2066
- Update requirements-dev.txt in `responsibleai` and `erroranalysis` with `rai_test_utils` 0.2.0 by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2067
- Use `is_valid_uuid` from `rai_test_utils` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2069
- Add more dataset utilities in `rai_test_utils` by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2101
- Interpret
- Fix robot page exception on feature importance when dropped_feature is defined by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2051
- [Big data] Fix local explanations crash by vinuthakaranth in https://github.com/microsoft/responsible-ai-toolbox/pull/2068
- other
- Add pyproject.toml file for `isort` config by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2052
- Remove flaky HomeBrew Install by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2058
- Update codecov-actionv2 to codecov-actionv3 by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2062
- Remove rai_core_flask from paths in CI-python.yml by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2059
- Update python-linting.yml to remove isort parameters by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2073
- Fix ci-notebook error on failing to retrieve superconduct data zip by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2102