Index

A

add_legend_to_plot() (in module weights_of_evidence_widgets) adjust_break() (weights_of_evidence_widgets.ManualBinningUI method)

adjust_categorical_bins() (weights_of_evidence_widgets.ManualBinningUI method) autobin() (in module weights_of_evidence)

B

bin_dict (weights_of_evidence.WOEBinning property) binning (weights_of_evidence_widgets.ManualBinningUI property)

BinningVisualiser (class in weights_of_evidence_widgets) breaks (weights_of_evidence.WOEBinning property) breaks_to_labels() (in module weights_of_evidence)

C

calc_bin_count() (in module monitoring_plots) calc_bin_counts() (in module weights_of_evidence) calc_dataset_counts() (in module monitoring_plots) calc_delinquency_state_transition() (in module rollrates) calc_metrics() (weights_of_evidence_widgets.BinningVisualiser method) calc_psi() (in module monitoring_plots) calculate_gini_indices() (in module variable_reduction) calculate_outcome_counts() (in module monitoring_plots) calculate_scorecard_distributions() (in module monitoring) calculate_stability_table() (in module monitoring) calculate_vif() (in module variable_reduction) categorical_bins (weights_of_evidence.WOEBinning property) (weights_of_evidence_widgets.ManualBinningUI property)

categories (weights_of_evidence.WOEBinning property) cluster_correlated_variables() (in module variable_reduction) concat_woe_and_counts() (in module weights_of_evidence) convert_str_to_cat() (in module weights_of_evidence) CorrelationMatrixColorCoder (class in variable_reduction) counts (weights_of_evidence.WOEBinning property) counts_to_woe() (in module weights_of_evidence) create_client_summary() (in module scorecard) create_correlation_vif_table() (in module variable_reduction) create_model_summary() (in module scorecard) create_outcome_dataframe() (in module monitoring_plots) create_successful_summary() (in module monitoring_plots)

D

data (weights_of_evidence_widgets.ManualBinningUI property)

E

experimental.variable_reduction module

extract_scorecard_info() (in module scorecard)

F

filter_dict() (in module weights_of_evidence) find_str_cols() (in module weights_of_evidence) fit() (scorecard.Scorecard method) (weights_of_evidence.WOETransformer method)

fit_and_test_model() (model_evaluation.HypothesisTester method) fit_autobinning() (weights_of_evidence.WOEBinning method) fit_model() (model_evaluation.HypothesisTester method) fit_transform() (weights_of_evidence.WOETransformer method) fit_woe() (weights_of_evidence.WOEBinning method)

G

get_bin_info_from_autobin_obj() (in module weights_of_evidence) get_bins() (weights_of_evidence_widgets.ManualBinningUI method) get_explanation_df() (monitoring.StabilityClassesColorCoder method) (variable_reduction.CorrelationMatrixColorCoder method) get_info_vals() (weights_of_evidence.WOETransformer method) get_params() (scorecard.Scorecard method) (weights_of_evidence.WOETransformer method) get_roc_data() (in module model_evaluation)

get_roc_metrics() (in module model_evaluation) get_roc_metrics_for_datasets() (in module model_evaluation) get_vars_from_model_pipeline() (in module scorecard) get_woe() (weights_of_evidence.WOEBinning method) get_woe_dict() (weights_of_evidence.WOEBinning method) (weights_of_evidence_widgets.ManualBinningUI method) get_woe_lookup() (weights_of_evidence.WOETransformer method) get_woe_values_from_counts() (in module weights_of_evidence)

H

HypothesisTester (class in model_evaluation)

L

labels (weights_of_evidence.WOEBinning property)

load_bins_from_json() (weights_of_evidence_widgets.ManualBinningUI static method)

M

ManualBinningUI (class in weights_of_evidence_widgets) map_categoricals_to_strings() (in module preprocessing) merge_bins() (weights_of_evidence_widgets.ManualBinningUI method) model_evaluation module module experimental.variable_reduction model_evaluation monitoring monitoring_plots plot_setup preprocessing rollrate_widgets rollrates scorecard variable_reduction weights_of_evidence weights_of_evidence_widgets

monitoring module monitoring_plots module

N

numerical_breaks (weights_of_evidence_widgets.ManualBinningUI property)

P

plot_application_outcome() (in module monitoring_plots) plot_clustered_correlation_matrix() (in module variable_reduction) plot_clustered_correlation_with_gini() (in module experimental.variable_reduction) plot_correlation_matrix() (in module monitoring_plots) plot_gini() (in module monitoring_plots) plot_manually_closed_summary() (in module monitoring_plots) plot_psi() (in module monitoring_plots) plot_roc() (in module model_evaluation) plot_rolling_statistics() (in module monitoring_plots)

plot_selected_variables_iv() (in module variable_reduction) plot_setup module plot_successful_applications() (in module monitoring_plots) predict() (scorecard.Scorecard method) predict_log_odds() (scorecard.Scorecard method) predict_proba() (scorecard.Scorecard method) preprocessing module

R

read_dict_from_json() (in module weights_of_evidence) relative_delta_in_months() (in module rollrates) rollrate_widgets module

rollrates module RollRateWidget (class in rollrate_widgets)

S

sample_weights (weights_of_evidence.WOEBinning property) save_bins_to_json() (weights_of_evidence_widgets.ManualBinningUI method) save_dict_to_json() (in module weights_of_evidence) save_woe_to_json() (weights_of_evidence.WOETransformer method) scorecard module Scorecard (class in scorecard) select_best_variables_from_clusters() (in module variable_reduction) select_removed_variable() (weights_of_evidence_widgets.ManualBinningUI method) select_variable() (weights_of_evidence_widgets.BinningVisualiser method) (weights_of_evidence_widgets.ManualBinningUI method) select_variables_on_iv() (in module variable_reduction) select_variables_on_vif() (in module variable_reduction)

set_manual_override() (weights_of_evidence.WOEBinning method) set_params() (scorecard.Scorecard method) (weights_of_evidence.WOETransformer method) set_plot_config() (in module plot_setup) set_protected_bins() (weights_of_evidence.WOEBinning method) show_client_summary() (in module scorecard) show_correlation_vif_table() (in module variable_reduction) show_model_summary() (in module scorecard) show_stability_table() (in module monitoring) somers_delta() (in module monitoring_plots) split_bins() (weights_of_evidence_widgets.ManualBinningUI method) split_dataset() (in module preprocessing) StabilityClassesColorCoder (class in monitoring)

T

test_model() (model_evaluation.HypothesisTester method) to_float() (in module preprocessing) transform() (monitoring_plots.ValuesToLabels method) (weights_of_evidence.WOETransformer method)

transform_woe() (in module weights_of_evidence) (weights_of_evidence.WOEBinning method)

U

update_break_adjuster_widgets() (weights_of_evidence_widgets.ManualBinningUI method) update_categorical_bins() (weights_of_evidence.WOEBinning method) update_dropdowns() (weights_of_evidence_widgets.ManualBinningUI method) update_duration() (rollrate_widgets.RollRateWidget method) update_init_mob() (rollrate_widgets.RollRateWidget method)

update_numerical_breaks() (weights_of_evidence.WOEBinning method) update_plot() (weights_of_evidence_widgets.BinningVisualiser method) (weights_of_evidence_widgets.ManualBinningUI method) update_ref_mob() (rollrate_widgets.RollRateWidget method) update_year() (rollrate_widgets.RollRateWidget method)

V

ValuesToLabels (class in monitoring_plots) variable_reduction module

varnames (weights_of_evidence_widgets.ManualBinningUI property)

W

weights_of_evidence module weights_of_evidence_widgets module

WOEBinning (class in weights_of_evidence) WOETransformer (class in weights_of_evidence)