API Docs

• Estimators
  • CALMRegressor — CALM for regression
  • CALMClassifier — CALM for binary classification
• Parameters — every argument, by importance and by step
• Printing and plotting
  • print_summary — the model card; with data, where it stands between a GAM and the black box
  • plot_curves — one panel per feature, one curve per region
  • plot_importance — the features by importance
  • print_prediction, plot_prediction — one prediction, taken apart
  • curves, contributions, importances — the numbers behind them
• Extending
  • register_teacher — add a teacher
  • register_curve_fitter — add a regional model
  • fit_chain, fit_partitions — the lower-level entry points