Index

_

_add_metrics_table_to_doc() (in module sharkpy.explaining) _add_table_to_doc() (in module sharkpy.explaining) (in module sharkpy.reporting) _convert_docx_to_pdf() (in module sharkpy.explaining) (in module sharkpy.reporting) _create_optimized_catboost() (in module sharkpy.learning) _create_optimized_lightgbm() (in module sharkpy.learning) _create_optimized_xgboost() (in module sharkpy.learning) _create_temp_plot() (in module sharkpy.explaining) (in module sharkpy.reporting) _export_deep_explanation_docx() (in module sharkpy.explaining) _export_docx_report() (in module sharkpy.reporting)

_export_txt_report() (in module sharkpy.reporting) _get_data_insights() (in module sharkpy.explaining) _get_feature_importance_section() (in module sharkpy.reporting) _get_statistical_details_section() (in module sharkpy.reporting) _plot_confusion_matrix() (in module sharkpy.plotting) _plot_feature_importance() (in module sharkpy.plotting) _plot_pr_curve() (in module sharkpy.plotting) _plot_prediction() (in module sharkpy.plotting) _plot_proba_hist() (in module sharkpy.plotting) _plot_residuals() (in module sharkpy.plotting) _plot_roc() (in module sharkpy.plotting) _validate_and_process_input() (in module sharkpy.predicting) _visualize_battle_results() (in module sharkpy.battle)

A

available_fonts (in module sharkpy.plotting)

available_models() (sharkpy.core.Shark method) (sharkpy.Shark method)

B

battle() (in module sharkpy.battle) (sharkpy.core.Shark method) (sharkpy.Shark method)

C

conf_intervals (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

D

data (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

demo_explanation() (in module sharkpy.explaining)

E

encoders (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1] explain() (sharkpy.core.Shark method) (sharkpy.Shark method) explain_model() (in module sharkpy.explaining)

explain_with_shapash (in module sharkpy.core) (in module sharkpy.explaining) explain_with_shapash() (in module sharkpy.shapash_integration) (sharkpy.core.Shark method) (sharkpy.Shark method)

F

feature_names (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

features (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

G

get_sharkpy_colors() (in module sharkpy.plotting)

L

label_encoder (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1] learn() (in module sharkpy.learning) (sharkpy.core.Shark method) (sharkpy.Shark method)

load_model() (in module sharkpy.saving) (sharkpy.core.Shark method) (sharkpy.Shark method)

M

model (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1] MODEL_DETAILS (in module sharkpy.battle) module sharkpy sharkpy.battle sharkpy.core sharkpy.explaining sharkpy.learning sharkpy.plotting sharkpy.predicting sharkpy.reporting sharkpy.saving sharkpy.shapash_integration

P

p_values (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1] plot() (sharkpy.core.Shark method) (sharkpy.Shark method) plot_model() (in module sharkpy.plotting) predict() (in module sharkpy.predicting) (sharkpy.core.Shark method) (sharkpy.Shark method)

predict_baseline() (in module sharkpy.predicting) (sharkpy.core.Shark method) (sharkpy.Shark method) PREDICTION_INTROS (in module sharkpy.learning) problem_type (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1] project_name (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

R

report() (in module sharkpy.reporting) (sharkpy.core.Shark method) (sharkpy.Shark method)

S

save_model() (in module sharkpy.saving) (sharkpy.core.Shark method) (sharkpy.Shark method) Shark (class in sharkpy) (class in sharkpy.core) sharkpy module sharkpy.battle module sharkpy.core module sharkpy.explaining module sharkpy.learning module

sharkpy.plotting module sharkpy.predicting module sharkpy.reporting module sharkpy.saving module sharkpy.shapash_integration module SHARKPY_COLORS (in module sharkpy.plotting) SmartExplainer (in module sharkpy.shapash_integration) statistical_summary (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1] stats_model (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

T

target (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

target_name (sharkpy.core.Shark attribute), [1] (sharkpy.Shark attribute), [1]

V

validate_colors() (in module sharkpy.plotting)