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v0.2

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@oegedijk oegedijk released this 08 Jul 10:47
· 1208 commits to master since this release

version 0.2:

Breaking Changes

  • InlineExplainer api has been completely redefined
  • JupyterExplainerDashboard, ExplainerTab and JupyterExplainerTab have been deprecated

New Features

  • Major rewrite and refactor of the dashboard code, now modularized into ExplainerComponents
    and ExplainerComposites.
  • ExplainerComponents can now be individually accessed through InlineExplainer
  • All elements of components can now be switched on or off or be given an
    initial value.
  • Makes it much, much easier to design own custom dashboards.
  • ExplainerDashboard can be passed an arbitrary list of components to
    display as tabs.

Better docs:

  • Added sections InlineExplainer, ExplainerTabs, ExplainerComponents,
    CustomDashboards and Deployment
  • Added screenshots to documentation.

Bug Fixes

  • fixes residuals y-pred instead of pred-y

Improvements

  • Random Index Selector redesigned
  • Prediction summary redesigned
  • Tables now follow dbc.Table formatting
  • All connections between components now happen through explicit connectors
  • Layout of most components redesigned, with all elements made hideable