Index

A

add_hist (skexplain.plot.config.PlotConfig attribute) ale() (skexplain.main.explain_toolkit.ExplainToolkit method)

ale_variance() (skexplain.main.explain_toolkit.ExplainToolkit method) average_attributions() (skexplain.main.explain_toolkit.ExplainToolkit method)

B

base_font_size (skexplain.plot.config.PlotConfig attribute)

D

display_feature_names (skexplain.plot.config.PlotConfig attribute)

display_units (skexplain.plot.config.PlotConfig attribute)

E

ExplainToolkit (class in skexplain.main.explain_toolkit)

F

feature_colors (skexplain.plot.config.PlotConfig attribute) field_names() (skexplain.plot.config.PlotConfig class method)

figsize (skexplain.plot.config.PlotConfig attribute) font_scale (skexplain.plot.config.PlotConfig attribute) friedman_h_stat() (skexplain.main.explain_toolkit.ExplainToolkit method)

G

get_important_vars() (skexplain.main.explain_toolkit.ExplainToolkit method)

get_plotting_config() (skexplain.main.explain_toolkit.ExplainToolkit method) grouped_permutation_importance() (skexplain.main.explain_toolkit.ExplainToolkit method)

H

hspace (skexplain.plot.config.PlotConfig attribute)

I

ice() (skexplain.main.explain_toolkit.ExplainToolkit method)

interaction_strength() (skexplain.main.explain_toolkit.ExplainToolkit method)

L

load() (skexplain.main.explain_toolkit.ExplainToolkit method)

local_attributions() (skexplain.main.explain_toolkit.ExplainToolkit method)

M

main_effect_complexity() (skexplain.main.explain_toolkit.ExplainToolkit method)

module skexplain.main.explain_toolkit

N

n_columns (skexplain.plot.config.PlotConfig attribute)

num_vars_to_plot (skexplain.plot.config.PlotConfig attribute)

P

palette (skexplain.plot.config.PlotConfig attribute) pd() (skexplain.main.explain_toolkit.ExplainToolkit method) pd_variance() (skexplain.main.explain_toolkit.ExplainToolkit method) perm_based_interaction() (skexplain.main.explain_toolkit.ExplainToolkit method) permutation_importance() (skexplain.main.explain_toolkit.ExplainToolkit method) plot_ale() (skexplain.main.explain_toolkit.ExplainToolkit method)

plot_box_and_whisker() (skexplain.main.explain_toolkit.ExplainToolkit method) plot_contributions() (skexplain.main.explain_toolkit.ExplainToolkit method) plot_importance() (skexplain.main.explain_toolkit.ExplainToolkit method) plot_pd() (skexplain.main.explain_toolkit.ExplainToolkit method) plot_scatter() (skexplain.main.explain_toolkit.ExplainToolkit method) PlotConfig (class in skexplain.plot.config)

R

rc (skexplain.plot.config.PlotConfig attribute)

reset_plotting_config() (skexplain.main.explain_toolkit.ExplainToolkit method)

S

sage() (skexplain.main.explain_toolkit.ExplainToolkit method) save() (skexplain.main.explain_toolkit.ExplainToolkit method) scatter_plot() (skexplain.main.explain_toolkit.ExplainToolkit method) set_estimator_attribute() (skexplain.main.explain_toolkit.ExplainToolkit method) set_estimator_output() (skexplain.main.explain_toolkit.ExplainToolkit method) set_plotting_config() (skexplain.main.explain_toolkit.ExplainToolkit method)

set_X_attribute() (skexplain.main.explain_toolkit.ExplainToolkit method) set_y_attribute() (skexplain.main.explain_toolkit.ExplainToolkit method) shap() (skexplain.main.explain_toolkit.ExplainToolkit method) skexplain.main.explain_toolkit module sobol_indices() (skexplain.main.explain_toolkit.ExplainToolkit method) style (skexplain.plot.config.PlotConfig attribute)

T

to_probability (skexplain.plot.config.PlotConfig attribute)

to_seaborn_kws() (skexplain.plot.config.PlotConfig method)

W

wspace (skexplain.plot.config.PlotConfig attribute)