v0.2.15: hide individual components

Version 0.2.15:

New Features

• can now hide entire components on tabs/composites:

  ExplainerDashboard(explainer, 
      # importances tab:
      hide_importances=True,
      # classification stats tab:
      hide_globalcutoff=True, hide_modelsummary=True, 
      hide_confusionmatrix=True, hide_precision=True, 
      hide_classification=True, hide_rocauc=True, 
      hide_prauc=True, hide_liftcurve=True, hide_cumprecision=True,
      # regression stats tab:
      # hide_modelsummary=True, 
      hide_predsvsactual=True, hide_residuals=True, 
      hide_regvscol=True,
      # individual predictions:
      hide_predindexselector=True, hide_predictionsummary=True,
      hide_contributiongraph=True, hide_pdp=True, 
      hide_contributiontable=True,
      # whatif:
      hide_whatifindexselector=True, hide_inputeditor=True, 
      hide_whatifcontribution=True, hide_whatifpdp=True,
      # shap dependence:
      hide_shapsummary=True, hide_shapdependence=True,
      # shap interactions:
      hide_interactionsummary=True, hide_interactiondependence=True,
      # decisiontrees:
      hide_treeindexselector=True, hide_treesgraph=True, 
      hide_treepathtable=True, hide_treepathgraph=True,
      ).run()
  

Bug Fixes

• Fixed bug where if you passed a default index as **kwargs, the random index selector
  would still fire at startup, overriding the passed index
• Fixed bug where in case of ties in shap values the contributions graph/table would show
  more than depth/topx feature
• Fixed bug where favicon was not showing when using custom bootstrap theme
• Fixed bug where logodds where multiplied by 100 in ShapContributionTableComponent

Improvements

• added checks on logins parameter to give more helpful error messages
  • also now accepts a single pair of logins: logins=['user1', 'password1']
• added a hide_footer parameter to components with a CardFooter