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Update CHANGES.md for v0.30.0 release (#2298)
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romanlutz authored Aug 30, 2023
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- 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
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- 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
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- 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
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- 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

## v0.29.0

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