v0.29.0

v0.29.0

• educational materials

  • Doc update for responsibleai_vision by @Advitya17 in #2164
  • [Object Detection] User Flows / Architectures by @Advitya17 in #2134
  • [Object Detection] DFD Documentation by @natalie-isak in #2138
  • [Object Detection] Explanation Documentation by @natalie-isak in #2136
  • [Object Detection] CanvasTools documentation by @Advitya17 in #2133
  • [Object Detection] Model Overview Object Detection Documentation by @Advitya17 in #2132

• new features

  • Responsible AI Dashboard

    • [Object Detection] Cache support for Model Overview Metrics by @Advitya17 in #2158
    • [Image Explorer] CanvasTools Image Loading support for Object Detection by @Advitya17 in #2097
    • [Object Detection] [Image Explorer] Bounding Box Support with CanvasTools on Flyout by @Advitya17 in #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 #2159
    • Robot page exception in DatasetUtils where jointDataset.metaDict[property] is undefined by @tongyu-microsoft in #2148
    • Remove console log by @RubyZ10 in #2125
    • Refactor- Add datasetCohorts to ModelAssessementContext && create datasetCohort && add compositeFilter in DatasetCohort by @RubyZ10 in #2119

  • RAIInsights

    • raise error instead of warning when a user has missing data and add c… by @hawestra in #2143
    • Add columns names to create_multiclass_classification_dataset by @gaugup in #2114
    • add validation target column type in the classification scenario by @hawestra in #2127
    • update econml to latest 0.14.1 release by @imatiach-msft in #2112
    • Update dice-ml to 0.10.0 by @gaugup in #2145

  • Causal

    • Fix individual causal plot not rendering for 5k points by @vinuthakaranth in #2113
    • Add loading spinner for causal policy tab by @gaugup in #2121

  • RAI Text

    • merge RAI Text repository to RAI toolbox by @imatiach-msft in #2118
    • add responsibleai-text package tests to build gate by @imatiach-msft in #2139
    • release responsibleai-text 0.1.4 by @imatiach-msft in #2163
    • add release scripts for responsibleai-text and responsibleai-vision pypi packages by @imatiach-msft in #2156

  • RAI Vision

    • add responsibleai-vision package to responsible-ai-toolbox by @imatiach-msft in #2135
    • add responsibleai-vision package to gated CI tests by @imatiach-msft in #2152
    • add retry logic to common vision utils to make tests more robust by @imatiach-msft in #2154
    • add device parameter to responsibleai_vision package and pass to model wrappers by @imatiach-msft in #2157
    • release responsibleai-vision 0.2.3 by @imatiach-msft in #2162

  • RAI Test Utils

    • Update rai_test_utils in erroranalysis and responsibleai to 0.3.0 by @gaugup in #2111
    • rai_test_utils: Convert all namespaces in __all__ list as strings by @gaugup in #2128

• other

  • fix build failures due to lint errors for onelocbuild yml by @imatiach-msft in #2137
  • Skipping python 3.7 tests on MACOS by @gaugup in #2129
  • fix build failures due to new joblib 1.3.0 release failing on windows with python 3.7 by @imatiach-msft in #2155
  • Localized file check-in by OneLocBuild Task: Build definition ID 21368: Build ID 97902894 by @RubyZ10 in #2160
  • Update the python version to 3.8 in release workflows by @gaugup in #2161
  • fix job names in release scripts by @imatiach-msft in #2165