release raiwidgets 0.10.0

v0.10.0

• educational materials

  • update current model analysis classification notebook by adding treatment features for causal analysis

• new features

• breaking changes

• bug fixes

  • Model Analysis:

    • change icon for ViewList in main menu
    • fix model statistics component not showing all cohorts
    • put causal component last, remove navigation
    • hide removal dialog on click
    • move cohort info and button to sticky menu, replace error stats with filters

  • Error Analysis:

    • refactor heatmap code and fix display issues for categoricals
    • fix incorrect values in heatmap when there are empty error cells
    • added quantile binning and number of bins functionality to erroranalysis package
    • added quantile binning and number of bins to UX and hooked up calls to backend
    • added tooltip to list of features for tree view
    • fix backend to support equals filter for integer categorical columns
    • fix backend to support include and exclude filters for integer categorical columns
    • update default value for matrix feature
    • fix cohort when switching tree view

  • Causal:

    • remove unnecessary z-index on what-if and causal components
    • update causal policy to support categorical features
    • format policy tree categorical features
    • fix description on how confounding features are handled
    • use lighter lines for causal plotly point graphs

  • Fairness:

    • incorporate uncertainty quantification in fairness widget v2
  • add dropdown to dataset explorer by default
  • fix removing what if point will keep a faded start on the chart
  • suppress distracting logging from flask when running widgets
  • extend unseen categorical check to counterfactuals
  • upgrade dice-ml to 0.7
  • update counterfactual list to allow string values
  • fix large x and y axis going out of bounds
  • refactor multiple instances of convert to list method in several dashboards
  • add missing interpretability information and guidelines

• other

  • fix message and check for environment in release pipeline