Index

A

add_change_features() (in module scbk_mlops.data_engineering) add_penetration_features() (in module scbk_mlops.data_engineering) alert_report() (in module scbk_mlops.model_monitoring)

apply_feature_selection() (in module scbk_mlops.data_engineering) auto_eda() (in module scbk_mlops.eda) auto_eda_comparison() (in module scbk_mlops.eda) automl_pipeline() (in module scbk_mlops.model_engineering)

B

bias_fairness_assessment() (in module scbk_mlops.model_evaluation)

C

calculate_woe_iv() (in module scbk_mlops.reporting) capitalize_columns() (in module scbk_mlops.ingestion) check_governance_measures() (in module scbk_mlops.model_evaluation)

convert_and_save_to_parquet() (in module scbk_mlops.ingestion) create_leaderboard() (in module scbk_mlops.model_evaluation) cross_validation() (in module scbk_mlops.model_engineering)

D

data_drift_report() (in module scbk_mlops.reporting) Data_Sampling() (in module scbk_mlops.data_engineering) dq_add_variable_description() (in module scbk_mlops.reporting) dq_add_variable_description_char() (in module scbk_mlops.reporting) dq_add_variable_serial_number_char() (in module scbk_mlops.reporting) dq_add_variable_type() (in module scbk_mlops.reporting) dq_add_variable_type_char() (in module scbk_mlops.reporting)

dq_data_processing() (in module scbk_mlops.reporting) dq_data_processing_char() (in module scbk_mlops.reporting) dq_data_reconstruction_char() (in module scbk_mlops.reporting) dq_median_analysis() (in module scbk_mlops.reporting) dq_output_report() (in module scbk_mlops.reporting) dq_output_report_char() (in module scbk_mlops.reporting) dq_process_and_merge_snapshots() (in module scbk_mlops.reporting)

E

evidently_dashboard() (in module scbk_mlops.model_monitoring)

explainable_ai() (in module scbk_mlops.model_evaluation)

F

feature_impact() (in module scbk_mlops.model_evaluation) feature_selection() (in module scbk_mlops.data_engineering)

feature_selection_report() (in module scbk_mlops.reporting) fit_feature_selection() (in module scbk_mlops.data_engineering) fit_feature_selection_pipeline() (in module scbk_mlops.data_engineering)

G

generate_dq_report() (in module scbk_mlops.reporting) generate_eligibility_waterfall() (in module scbk_mlops.reporting)

generate_fine_classing_report() (in module scbk_mlops.reporting) generate_leaderboard_report() (in module scbk_mlops.model_evaluation) generate_toc_model_card() (in module scbk_mlops.reporting)

I

init_mlflow() (in module scbk_mlops.model_engineering)

L

load_oot_dataset() (in module scbk_mlops.model_engineering)

M

make_float() (in module scbk_mlops.reporting) mlflow_pipeline() (in module scbk_mlops.model_engineering) model_decision_making() (in module scbk_mlops.model_monitoring) model_evaluation_rai() (in module scbk_mlops.model_evaluation) model_explainability() (in module scbk_mlops.model_evaluation) model_fairness_check() (in module scbk_mlops.model_evaluation) module scbk_mlops.data_engineering scbk_mlops.eda scbk_mlops.ingestion scbk_mlops.model_engineering scbk_mlops.model_evaluation scbk_mlops.model_monitoring scbk_mlops.reporting

O

output_dict_resp_analysis() (in module scbk_mlops.reporting) output_eligible_dataset() (in module scbk_mlops.data_engineering)

output_evaluation_artifacts() (in module scbk_mlops.model_evaluation) output_recommendation() (in module scbk_mlops.model_monitoring) output_scored_predictions() (in module scbk_mlops.model_engineering)

P

partition_data() (in module scbk_mlops.ingestion) plot_area_chart() (in module scbk_mlops.eda) plot_box_plot() (in module scbk_mlops.eda) plot_density_plot() (in module scbk_mlops.eda) plot_grouped_donut_pie_chart() (in module scbk_mlops.eda) plot_heatmap() (in module scbk_mlops.eda) plot_histogram() (in module scbk_mlops.eda) plot_multi_line_chart() (in module scbk_mlops.eda) plot_pie_chart() (in module scbk_mlops.eda)

plot_single_value_card() (in module scbk_mlops.eda) plot_spline_chart() (in module scbk_mlops.eda) plot_stacked_area_chart() (in module scbk_mlops.eda) plot_stacked_column_chart() (in module scbk_mlops.eda) plot_table_chart() (in module scbk_mlops.eda) plot_treemap() (in module scbk_mlops.eda) plot_trend_line_chart() (in module scbk_mlops.eda) plot_violin_plot() (in module scbk_mlops.eda) process_null_values() (in module scbk_mlops.data_engineering) pycaret_automl() (in module scbk_mlops.model_engineering)

R

rai_dashboard() (in module scbk_mlops.model_monitoring)

response_analysis_to_excel() (in module scbk_mlops.reporting) response_crosstab() (in module scbk_mlops.reporting)

S

save_best_model() (in module scbk_mlops.model_engineering) save_experiment_parameters() (in module scbk_mlops.model_engineering) save_scored_predictions() (in module scbk_mlops.model_engineering) scbk_mlops.data_engineering module scbk_mlops.eda module scbk_mlops.ingestion module

scbk_mlops.model_engineering module scbk_mlops.model_evaluation module scbk_mlops.model_monitoring module scbk_mlops.reporting module snapshot_count() (in module scbk_mlops.reporting) split_data() (in module scbk_mlops.data_engineering)

T

typecast() (in module scbk_mlops.ingestion)

U

update_monitoring() (in module scbk_mlops.model_monitoring)