release raiwidgets and responsibleai 0.27.0

[imatiach-msft]

Description

v0.27.0

• educational materials
  • Update explanation-dashboard-employee-attrition.ipynb to remove deprecated iteritems() and use items() instead by @gaugup in Update explanation-dashboard-employee-attrition.ipynb to remove deprecated iteritems() and use items() instead #2030
• new features

  • Responsible AI Dashboard

    • Drop Down For Object Detection by @natalie-isak in Drop Down For Object Detection  #2010
    • Renaming Data Characteristics Tab by @natalie-isak in Renaming Data Characteristics Tab #2032
    • Object Detection UX & Documentation updates by @Advitya17 in Object Detection UX & Documentation updates #2037
    • Ensuring backwards compat b/w OD scenario and other vision scenarios by @natalie-isak in Ensuring backwards compat b/w OD scenario and other vision scenarios #2039

  • Model Overview

    • [Model Overview] Object Detection Metrics support by @Advitya17 in [Model Overview] Object Detection Metrics support #2025
• bug fixes and tests

  • Responsible AI Dashboard

    • [Refactor] Add preBuiltCohort to datasetCohorts in modelAssessmentContext by @RubyZ10 in [Refactor] Add preBuiltCohort to datasetCohorts in modelAssessmentContext #2007
    • Fix bugs 1.Save and switch doesn't do anything in cohort edit panel 2.Unable to edit cohort filters in certain scenario by @RubyZ10 in Fix bugs 1.Save and switch doesn't do anything in cohort edit panel 2.Unable to edit cohort filters in certain scenario #2040

  • RAIInsights

    • make train data optional on RAIBaseInsights class by @imatiach-msft in make train data optional on RAIBaseInsights class #2029
    • responsibleai: Add test case for dataset having boolean features by @gaugup in responsibleai: Add test case for dataset having boolean features #2042

  • Error Analysis

    • fix indexing error when creating a filtered error analysis tree view with a dataset that contains categoricals by @imatiach-msft in fix indexing error when creating a filtered error analysis tree view with a dataset that contains categoricals #2026
    • add EBM and LightGBM with TreeShap methods to calculate error correlation in error analysis by @imatiach-msft in add EBM and LightGBM with TreeShap methods to calculate error correlation in error analysis #2018
    • release erroranalysis v0.4.3 by @imatiach-msft in release erroranalysis v0.4.3 #2043
    • update responsibleai and raiwidgets to erroranalysis 0.4.3 by @imatiach-msft in update responsibleai and raiwidgets to erroranalysis 0.4.3 #2045
    • fix transient test failures by increasing timeout for gbm shap method by @imatiach-msft in fix transient test failures by increasing timeout for gbm shap method #2044

  • RAI Utils

    • Move import of cohort module from raiwidgets to raituils by @gaugup in Move import of cohort module from raiwidgets to raituils #2027

  • Interpret

    • update responsibleai to interpret-community 0.29.0 by @imatiach-msft in update responsibleai to interpret-community 0.29.0 #2031

• other

  • Add python 3.10 tests by @gaugup in Add python 3.10 tests #2033
  • fix failing builds by upgrading pip-tools after latest pip release by @imatiach-msft in fix failing builds by upgrading pip-tools after latest pip release #2038
  • Add 3.10 classifier for python packages by @gaugup in Add 3.10 classifier for python packages #2035
  • Upgrade python from 3.7 to 3.10 in few workflows by @gaugup in Upgrade python from 3.7 to 3.10 in few workflows #2041

Checklist

• I have added screenshots above for all UI changes.
• I have added e2e tests for all UI changes.
• Documentation was updated if it was needed.

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/release-raiwidgets-0.27.0/dashboard/index.html