v0.2.13: visual upgrade

Version 0.2.13:

Breaking Changes

• Now always have to pass a specific port when terminating a JupyterDash-based
  (i.e. inline, external or jupyterlab) dashboard: ExplainerDashboard.terminate(port=8050)
  • but now also works as a classmethod, so don't have to instantiate an
    actual dashboard just to terminate one!
• ExplainerComponent _register_components has been renamed to component_callbacks
  to avoid the confusing underscore

New Features

• new: ClassifierPredictionSummaryComponent,RegressionPredictionSummaryComponent
  • already integrated into the individual predictions tab
  • also added a piechart with predictions
• Wrapped all the ExplainerComponents in dbc.Card for a cleaner look to the dashboard.
• added subtitles to all components

Improvements

• using go.Scattergl instead of go.Scatter for some plots which should improve
  performance with larger datasets
• ExplainerDashboard.terminate() is now a classmethod, so don't have to build
  an ExplainerDashboard instance in order to terminate a running JupyterDash
  dashboard.
• added no_permutations boolean argument to ImportancesComponent (that
  you can also pass to ExplainerDashboard **kwargs)

Other Changes

• Added warning that kwargs get passed down the ExplainerComponents
• Added exception when trying to use ClassifierRandomIndexComponent with a
  RegressionExplainer or RegressionRandomIndexComponent with a ClassifierExplainer
• dashboard now uses Composites directly instead of the ExplainerTabs