Skip to content

release raiwidgets 0.4.0
Compare
Choose a tag to compare
@imatiach-msft imatiach-msft released this 21 Apr 04:03
· 1698 commits to main since this release
v0.4.0
55020a6

release raiwidgets 0.4.0

  • educational materials
    • cleanup commented out explainers from interpretability notebook
  • new features
    • fix databricks environment with raiwidgets dashboards
    • updates to ErrorAnalysisDashboard:
      • improve the features list to use DetailsList
      • added tooltips to legend
      • initial static view for error analysis, specifically matrix filter and tree view
      • fixed tooltip node hover
      • fix indexing issue on cohort shift
      • add new simple dashboard implementation, which only takes in predictions and does not need model or dataset
    • updates to ModelAssessmentDashboard:
      • set up tabs on the left side
      • add model statistics tab
      • add pivot for error analysis
      • remove fullscreen button
    • refactor error analysis python code into separate common package
  • breaking changes
  • bug fixes
    • reduce the lower-bound on the lightgbm dependency
    • update greenlet and gevent dependencies to fix releases
  • other
    • use global context in interpret, error-analysis, and model-assessment
    • moved dataset explorer into a new project dataset-explorer
    • created new projects causality and counterfactuals
    • remove fairness v1 dashboard
Assets 2
Loading