Index

A

adaptive_sampling_trials_ (automl.Pipeline attribute) aggregate() (automl.mlx.interface.TabularExplainer method) all_trials_ (automl.Pipeline attribute)

all_trials_extra_scores_ (automl.Pipeline attribute) at_summary (automl.ModelTune attribute) automl module

B

BaseLFIExplanation (class in automl.mlx.explanation)

C

classes_ (automl.Pipeline attribute) configure_explain_counterfactual() (automl.mlx.interface.TabularExplainer method) configure_explain_feature_dependence() (automl.mlx.interface.TabularExplainer method)

configure_explain_model() (automl.mlx.interface.TabularExplainer method) (automl.mlx.interface.TextExplainer method) configure_explain_prediction() (automl.mlx.interface.TabularExplainer method) (automl.mlx.interface.TextExplainer method)

E

explain_counterfactual() (automl.mlx.interface.TabularExplainer method) explain_feature_dependence() (automl.mlx.interface.TabularExplainer method) explain_model() (automl.mlx.interface.TabularExplainer method) (automl.mlx.interface.TextExplainer method)

explain_prediction() (automl.mlx.interface.TabularExplainer method) (automl.mlx.interface.TextExplainer method) explore_whatif() (automl.mlx.interface.TabularExplainer method)

F

FDExplanation (class in automl.mlx.explanation) feature_importances_ (automl.Pipeline attribute) feature_selection_trials_ (automl.Pipeline attribute)

fit() (automl.ModelTune method) (automl.Pipeline method) forecast() (automl.Pipeline method)

G

GFIExplanation (class in automl.mlx.explanation)

GTIExplanation (class in automl.mlx.explanation)

I

init() (in module automl.interface)

M

MLExplainer() (in module automl.interface.mlx) model_selection_trials_ (automl.Pipeline attribute)

ModelTune (class in automl) module automl

N

n_jobs_ (automl.Pipeline attribute)

P

Pipeline (class in automl) pipelines_ (automl.Pipeline attribute) predict() (automl.ModelTune method) (automl.Pipeline method) predict_proba() (automl.ModelTune method) (automl.Pipeline method)

print_memory_usage() (automl.Pipeline method) print_profile_summary() (automl.Pipeline method) print_summary() (automl.Pipeline method) print_times() (automl.Pipeline method) print_trials() (automl.Pipeline method)

R

ranked_models_ (automl.Pipeline attribute)

refit() (automl.Pipeline method)

S

score() (automl.ModelTune method) (automl.Pipeline method) selected_features_ (automl.Pipeline attribute) selected_features_names_ (automl.Pipeline attribute) selected_model_ (automl.Pipeline attribute) selected_model_params_ (automl.ModelTune attribute) (automl.Pipeline attribute)

selected_rows_ (automl.Pipeline attribute) selected_valid_rows_ (automl.Pipeline attribute) show_in_notebook() (automl.mlx.explanation.BaseLFIExplanation method) (automl.mlx.explanation.FDExplanation method) (automl.mlx.explanation.GFIExplanation method) (automl.mlx.explanation.GTIExplanation method)

T

TabularExplainer (class in automl.mlx.interface) TextExplainer (class in automl.mlx.interface) to_dataframe() (automl.mlx.explanation.BaseLFIExplanation method) (automl.mlx.explanation.FDExplanation method) (automl.mlx.explanation.GFIExplanation method) (automl.mlx.explanation.GTIExplanation method)

to_onnx() (automl.Pipeline method) train() (automl.Pipeline method) transform() (automl.ModelTune method) (automl.Pipeline method) tuning_trials_ (automl.ModelTune attribute) (automl.Pipeline attribute)