Responsibleai

- educational materials
- Update getting-started.ipynb by oohtmeel1 in https://github.com/microsoft/responsible-ai-toolbox/pull/2572
- bug fixes and tests
- Responsible AI Dashboard
- Fix robot page exception - Update StatsTableUtils.ts by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2568
- Fix robot page exception on TypeError: Cannot read properties of undefined (reading 'cohort') by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2540
- Fix responsibleai toolbox build failures due to dependency updates by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2571
- Fix build failures due to missing fridge datasets by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2573
- RAIInsights
- Update responsibleai to scikit-learn 1.5.1 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2570

- bug fixes and tests
- Responsible AI Dashboard
- upgrade nx to 12.10.1 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2561
- remove pins on werkzeug, itsdangerous and markupsafe since they are currently not needed by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2565
- release rai-core-flask 0.7.6 by tongyu-microsoft in https://github.com/microsoft/responsible-ai-toolbox/pull/2566
- RAI Vision
- fix wrapper constructor in ErrorAnalysisManager and RAIVisionInsights load call for RAI Vision Dashboard by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2560
- RAI Vision and Text
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.35.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2563
- release responsibleai-vision 0.3.8 and responsibleai-text 0.2.7 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2564

- new features
- RAI Vision
- Exif Nested Metadata support for Image Dashboards by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2542
- Nested Exif Metadata support + Gate fixes for py 3.7 and keras version by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2545
- Release responsibleai_vision 0.3.7 with Nested Exif Metadata support by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2549
- bug fixes and tests
- Responsible AI Dashboard
- fix bad whitespace in url format for azure compute instance base url by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2537
- release rai-core-flask 0.7.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2538
- Gates fix to remove py 3.7 for EOL & AutoML 2.0.6 by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2543
- update ipython and werkzeug dependencies for responsibleai and rai-core-flask packages by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2551
- release rai-core-flask 0.7.5 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2553
- upgrade packages and CI to rai-core-flask==0.7.5, rai-utils==0.4.2 and rai-test-utils==0.4.2 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2556
- RAIInsights
- fix builds due to OneHotEncoder sparse parameter breaking change in scikit-learn by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2539
- update responsibleai and raiwidgets to erroranalysis 0.5.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2558
- RAI Vision
- fix label column incorrectly added by feature extractors in RAI Vision dashboard for automl models by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2532
- fix index into image_dimensions for drawing bounding boxes in object detection flyout by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2550
- RAI Vision and Text
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.34.1 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2534
- release responsibleai-vision 0.3.6 and responsibleai-text 0.2.6 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2535
- fix release github actions for RAI vision and text packages by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2536
- Error analysis
- fix erroranalysis test failures due to new shap release having inconsistent dimensions for single valued target by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/
- release erroranalysis 0.5.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2557pull/2552
- RAIUtils
- release rai-utils 0.4.2 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2555
- RAI Test Utils
- release rai-test-utils 0.4.2 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2554

- new features
- Responsible AI Dashboard
- Fix forecast flattening prediction list error by jamesbchao in https://github.com/microsoft/responsible-ai-toolbox/pull/2529
- RAI Text
- Add methods and constants for genai metrics by kartik727 in https://github.com/microsoft/responsible-ai-toolbox/pull/2524
- Genai integration by kartik727 in https://github.com/microsoft/responsible-ai-toolbox/pull/2522
- bug fixes and tests
- Responsible AI Dashboard
- fix CD.yml permissions errors for dashboard links on PRs by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2525
- RAI Vision and Text
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.34.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2530

- new features
- Responsible AI Dashboard
- Private Link URL support by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2493
- PL Support on raiwidgets by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2500
- Flyout Bounding Box legend & accessibility fixes by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2497
- update UI to support genai task for RAI text dashboard by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2508
- add genai metrics endpoint in UI for model overview metrics (2517) by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2520
- RAI Text
- Added metrics for genai text by kartik727 in https://github.com/microsoft/responsible-ai-toolbox/pull/2514
- added generative text explainer by mohsinposts in https://github.com/microsoft/responsible-ai-toolbox/pull/2516
- Add helper method for genai metrics by kartik727 in https://github.com/microsoft/responsible-ai-toolbox/pull/2519
- bug fixes and tests
- Responsible AI Dashboard
- upgrade plotly to latest version 2.27.1 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2484
- LEGO: Pull request from JUNO/hb_a12a4630-4852-4e7d-9cbc-c0e1117da1ab_20231212124106972 to main by csigs in https://github.com/microsoft/responsible-ai-toolbox/pull/2457
- Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 113458687 by RubyZ10 in https://github.com/microsoft/responsible-ai-toolbox/pull/2460
- RAIInsights
- update responsibleai to interpret-community 0.31.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2488
- Release rai_core_flask 0.7.3 by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2496
- fix builds by supporting sparse_output renamed parameter in OneHotEncoder in new scikit-learn version update by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2507
- RAI Vision
- fix vision data explorer elements truncated in smaller screen by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2478
- fix duplicate categorical features added from image exif metadata in RAI Vision Dashboard by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2483
- Accessibility Fix for Metric Checkboxes by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2485
- fix wrong metrics count missing in vision explorer of RAI Vision dashboard for object detection by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2495
- Class View Search Case Fix by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2498
- Dropdown option fix by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2505
- RAI Vision and Text
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.33.0 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2477
- release responsibleai-vision 0.3.5 and responsibleai-text 0.2.5 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2481
- release tensorflow pin in RAI vision and text package tests which was added last year to fix huggingface transformer models by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2472
- RAIUtils
- Fix retry function not stopping for long time after sending an interrupt by kartik727 in https://github.com/microsoft/responsible-ai-toolbox/pull/2486
- other
- Update MANIFEST.in for erroranalysis to include requirements-object-detection.txt by rxm7706 in https://github.com/microsoft/responsible-ai-toolbox/pull/2476
- fix release script due to dependency test errors by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2482
- ignore error when uploading test dashboard from build for external forks by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2487
- ci: Use GITHUB_OUTPUT envvar instead of set-output command by arunsathiya in https://github.com/microsoft/responsible-ai-toolbox/pull/2489

- new features
- Responsible AI Dashboard
- add AccessibleDetailsList with resizable columns for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2470
- bug fixes and tests
- Responsible AI Dashboard
- fix aria label for screen reader on scatter plot color axis picker by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2440
- fix RAI dashboard treat as categorical accessibility on new cohort create by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2446
- fix line-height override on add tab button for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2449
- fix pivot focus indicator for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2450
- fix confusion matrix highcharts heatmap keyboard focus order accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2452
- fix class importance weights callout truncated in small view for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2462
- fix tooltip callout keyboard focus order for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2464
- announce highcharts confusion matrix heatmap tooltip aria label for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2467
- announce search results in RAI Vision dashboard toolbar for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2466
- RAIInsights
- remove python 3.6 from builds, tests and packages by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2442
- Upgrade setup python from v4 to v5 by gaugup in https://github.com/microsoft/responsible-ai-toolbox/pull/2454
- release rai-core-flask 0.7.2 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2458
- update raiwidgets to rai-core-flask v0.7.2 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2459
- update numpy and numba dependencies by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2473
- RAI Vision
- fix luminosity ratio of RAI Vision dashboard success and failure instances text to background for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2444
- fix error when extracting exif metadata features from images in RAI Vision dashboard by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2461
- fix images missing alternate text in RAI Vision dashboard for accessibility by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2463
- RAI Vision and Text
- update responsibleai-text and responsibleai-vision packages to responsibleai 0.32.1 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2445
- release responsibleai-vision 0.3.4 and responsibleai-text 0.2.4 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2447
- fix socketio cors authentication for object detection and qa metrics requests by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2455
- Error analysis
- Data Imputation Fix in `erroranalysis` by Advitya17 in https://github.com/microsoft/responsible-ai-toolbox/pull/2436
- release erroranalysis 0.5.3 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2468
- update responsibleai and raiwidgets to erroranalysis 0.5.3 by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2471
- other
- update vscode settings for codeActionsOnSave to use new field instead of boolean by imatiach-msft in https://github.com/microsoft/responsible-ai-toolbox/pull/2465