Welcome to mcgrad’s API documentation!

Contents:

• Base Module
  • BaseCalibrator
• Methods Module
  • MCGrad
  • RegressionMCGrad
  • PlattScaling
  • IsotonicRegression
  • MultiplicativeAdjustment
  • AdditiveAdjustment
  • IdentityCalibrator
  • PlattScalingWithFeatures
  • SegmentwiseCalibrator
• Metrics Module
  • expected_calibration_error()
  • proportional_expected_calibration_error()
  • adaptive_calibration_error()
  • proportional_adaptive_calibration_error()
  • calibration_ratio()
  • recall()
  • precision()
  • youdens_j()
  • fpr()
  • fpr_with_mask()
  • dcg_score()
  • ndcg_score()
  • recall_at_precision()
  • precision_at_predictive_prevalence()
  • precision_at_recall()
  • fpr_at_precision()
  • multi_cg_score()
  • ecce_pvalue_from_sigma()
  • ecce()
  • ecce_sigma()
  • ecce_pvalue()
  • rank_calibration_error()
  • rank_multicalibration_error()
  • normalized_entropy()
  • calibration_free_normalized_entropy()
  • MulticalibrationError
  • soft_label_log_loss()
  • wrap_sklearn_metric_func()
  • wrap_multicalibration_error_metric()
• Plotting Module
  • plot_global_calibration_curve()
  • plot_calibration_curve_by_segment()
  • plot_segment_calibration_errors()
  • plot_learning_curve()
• Tuning Module
  • tune_mcgrad_params()

Indices and tables

• Index

• Module Index

• Search Page