Description

v0.26.0

• educational materials
  • Update notebooks for categorical features to pass through FeatureMetadata by @tongyu-microsoft in Update notebooks for categorical features to pass through FeatureMetadata #2011
• new features

  • Responsible AI Dashboard

    • Adding Object Detection Fridge Data by @natalie-isak in Adding Object Detection Fridge Data #1998

  • RAIInsights

    • Support forecasting in RAIInsights by @romanlutz in Support forecasting in RAIInsights #1948

  • Model Overview

    • [Model Overview] Metrics Template support with OD-specific optional args by @Advitya17 in [Model Overview] Metrics Template support with OD-specific optional args #2002
    • Object Detection Model Overview Flask template by @Advitya17 in Object Detection Model Overview Flask template #2004
    • Model Overview: Object Detection Widgets for Aggregate Methods, Class selection, & IoU Threshold by @Advitya17 in Model Overview: Object Detection Widgets for Aggregate Methods, Class selection, & IoU Threshold #1997
• bug fixes and tests

  • Responsible AI Dashboard

    • Forecasting: UI code adjustments to renamed datetime_features and time_series_id_features by @romanlutz in Forecasting: UI code adjustments to renamed datetime_features and time_series_id_features #1993
    • [Refactor]1.Add DatasetCohort 2. Move FeatureFlights to core by @RubyZ10 in [Refactor]1.Add DatasetCohort 2. Move FeatureFlights to core  #2003
    • [Refactor]Add columnRanges and modelType to ModelAssessmentContext by @RubyZ10 in [Refactor]Add columnRanges and modelType to ModelAssessmentContext #2006

  • RAIInsights

    • Add validations for model predictions by @gaugup in Add validations for model predictions #2008
    • Add validations if target column is included in FeatureMetadata by @gaugup in Add validations if target column is included in FeatureMetadata #2013
    • try pickling model instead of failing based on state functions and change to UserConfigValidationException by @imatiach-msft in try pickling model instead of failing based on state functions and change to UserConfigValidationException #2014
    • update dependencies for rai-core-flask, raiwidgets and responsibleai packages by @imatiach-msft in update dependencies for rai-core-flask, raiwidgets and responsibleai packages #2016
    • Fix deprecated DataFrame indexer type in Error Analysis package by @JarvisG495 in Fix deprecated DataFrame indexer type in Error Analysis package #2019

  • Error Analysis

    • fix bug in tree view where slider params are not used by @imatiach-msft in fix bug in tree view where slider params are not used #1990
    • fix error analysis showing float values with many zeros for some classification task nodes by @imatiach-msft in fix error analysis showing float values with many zeros for some classification task nodes #1991
    • release erroranalysis v0.4.2 by @imatiach-msft in release erroranalysis v0.4.2 #2000
    • update raiwidgets and responsibleai to erroranalysis 0.4.2 by @imatiach-msft in update raiwidgets and responsibleai to erroranalysis 0.4.2 #2001

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.