release raiwidgets 0.5.0

v0.5.0

• educational materials
  • cleanup commented out explainers from interpretability notebook
• new features
  • added support for causal, counterfactual, and error analysis tools in responsibleai
  • added model analysis widget to raiwidgets
  • added support for regression to error analysis
  • added policy tree to causal manager
• breaking changes
  • renamed package raitools to responsibleai
  • renamed top-level class RAIAnalyzer to ModelAnalysis
  • removed support for fairness in responsibleai package
• bug fixes
  • fixed bug in precision statistic calculation in dashboard
  • fixed bug in loading explanations with ModelAnalysis
  • fixed on predict method to use correct dtypes
  • fixed individual importances chart when no data available
• other
  • create combined feature importances tab for local and global explanation in model assessment
  • add section headers to model assessment dashboard
  • add manual cohort creation to the model assessment dashboard