Index

_

_BaseRiskScore (class in scorepyo.models) _calibrate() (scorepyo.calibration.BootstrappedCalibrator method) (scorepyo.calibration.Calibrator method) (scorepyo.calibration.VanillaCalibrator method) _compute_ranking_features() (scorepyo.ranking.BordaRank method) (scorepyo.ranking.CumulativeMetric method) (scorepyo.ranking.DiverseLogOddsDensity method) (scorepyo.ranking.FasterRiskRank method) (scorepyo.ranking.LarsPathRank method) (scorepyo.ranking.LassoPathRank method) (scorepyo.ranking.LogOddsDensity method) (scorepyo.ranking.OMPRank method) (scorepyo.ranking.Ranker method)

_DESCRIPTION_COL (scorepyo.models._BaseRiskScore attribute) _FEATURE_COL (scorepyo.models._BaseRiskScore attribute) _POINT_COL (scorepyo.models._BaseRiskScore attribute)

B

BinarizerProtocol (class in scorepyo.binarizers) binary_features() (in module conftest) binary_target() (in module conftest) BootstrappedCalibrator (class in scorepyo.calibration)

BordaRank (class in scorepyo.ranking) breast_cancer_dataset() (in module conftest) breast_cancer_features() (in module conftest) breast_cancer_target() (in module conftest)

C

calibrate() (scorepyo.calibration.Calibrator method) Calibrator (class in scorepyo.calibration) compute_ranking_features() (scorepyo.ranking.Ranker method) conftest module

continuous_features() (in module conftest) continuous_target() (in module conftest) CumulativeMetric (class in scorepyo.ranking)

D

df_info_binary_features() (in module conftest)

DiverseLogOddsDensity (class in scorepyo.ranking)

E

EBMBinarizer (class in scorepyo.binarizers)

EBMRiskScore (class in scorepyo.models)

F

fast_numba_auc() (in module scorepyo._utils) fast_numba_auc_nonw() (in module scorepyo._utils) fast_numba_auc_w() (in module scorepyo._utils) FasterRiskRank (class in scorepyo.ranking)

fit() (scorepyo.binarizers.BinarizerProtocol method) (scorepyo.binarizers.EBMBinarizer method) (scorepyo.models._BaseRiskScore method) (scorepyo.models.RiskScore method)

G

get_info() (scorepyo.binarizers.BinarizerProtocol method) (scorepyo.binarizers.EBMBinarizer method)

I

is_numeric() (in module scorepyo.exceptions)

L

LarsPathRank (class in scorepyo.ranking)

LassoPathRank (class in scorepyo.ranking) LogOddsDensity (class in scorepyo.ranking)

M

MinPointOverMaxPointError MissingColumnError mixed_features() (in module conftest) module conftest scorepyo, [1] scorepyo._utils scorepyo.binarizers, [1] scorepyo.calibration, [1] scorepyo.exceptions, [1] scorepyo.models, [1] scorepyo.ranking, [1] test_binarizer test_models test_scorepyo

multiclass_target() (in module conftest)

N

NegativeValueError NonBooleanValueError NonIncreasingProbabilities

NonIntegerValueError NonProbabilityValues NumericCheck() (in module scorepyo.exceptions)

O

OMPRank (class in scorepyo.ranking)

P

predict() (scorepyo.models._BaseRiskScore method)

predict_proba() (scorepyo.models._BaseRiskScore method) (scorepyo.models.RiskScore method)

R

Ranker (class in scorepyo.ranking)

RiskScore (class in scorepyo.models)

S

scorepyo module, [1] scorepyo._utils module scorepyo.binarizers module, [1] scorepyo.calibration module, [1]

scorepyo.exceptions module, [1] scorepyo.models module, [1] scorepyo.ranking module, [1] summary() (scorepyo.models._BaseRiskScore method)

T

test_base_score_card_fit() (in module test_models) test_binarizer module test_binarizer_boolean_param() (in module test_binarizer) test_binarizer_integer_param() (in module test_binarizer) test_binarizer_nb_max_features() (in module test_models) test_binarizer_positive_param() (in module test_binarizer) test_define_categorical_columns() (in module test_binarizer) test_define_exclude_columns() (in module test_binarizer) test_detect_categorical_columns() (in module test_binarizer) test_different_dataframe() (in module test_binarizer) test_end_2_end() (in module test_scorepyo) test_keep_negative() (in module test_binarizer) test_max_point_value() (in module test_models) test_min_over_max_point_value() (in module test_models)

test_min_point_value() (in module test_models) test_missing_categorical_columns() (in module test_binarizer) test_missing_to_exclude_columns() (in module test_binarizer) test_models module test_not_fitted() (in module test_binarizer) test_number_plateaus() (in module test_binarizer) test_optuna_score_card_predict() (in module test_models) test_optuna_score_card_predict_proba() (in module test_models) test_optuna_score_card_summary() (in module test_models) test_scorepyo module transform() (scorepyo.binarizers.BinarizerProtocol method) (scorepyo.binarizers.EBMBinarizer method) trapezoid_area() (in module scorepyo._utils)

V

VanillaCalibrator (class in scorepyo.calibration)