API Reference¶
This page contains auto-generated API reference documentation [1].
- iaml
- iaml.actionable
- iaml.actionables
- iaml.actionables.boosting
- iaml.actionables.cleaning
- iaml.actionables.cleaning.act_categorical_imputer
- iaml.actionables.cleaning.act_count_vectorizer
- iaml.actionables.cleaning.act_drop_categorical_column
- iaml.actionables.cleaning.act_drop_date_column
- iaml.actionables.cleaning.act_drop_high_cardinality_categorical
- iaml.actionables.cleaning.act_drop_numerical_column
- iaml.actionables.cleaning.act_drop_textual_column
- iaml.actionables.cleaning.act_encode_target_column
- iaml.actionables.cleaning.act_frequency_encoder
- iaml.actionables.cleaning.act_hashing_vectorizer
- iaml.actionables.cleaning.act_knn_imputer
- iaml.actionables.cleaning.act_mean_column
- iaml.actionables.cleaning.act_mice
- iaml.actionables.cleaning.act_missing_count_feature
- iaml.actionables.cleaning.act_missing_indicator
- iaml.actionables.cleaning.act_onehot
- iaml.actionables.cleaning.act_ordinal_encoder
- iaml.actionables.cleaning.act_rare_category_grouper
- iaml.actionables.cleaning.act_simple_imputer
- iaml.actionables.cleaning.act_split_date
- iaml.actionables.cleaning.act_target_encoder
- iaml.actionables.cleaning.act_text_normalizer
- iaml.actionables.cleaning.act_tf_idf
- iaml.actionables.cleaning.act_word2vec
- iaml.actionables.features_precleaning
- iaml.actionables.features_precleaning.act_coerce_numeric_strings
- iaml.actionables.features_precleaning.act_date_converter
- iaml.actionables.features_precleaning.act_drop_bad_quality_rows
- iaml.actionables.features_precleaning.act_drop_duplicate_rows
- iaml.actionables.features_precleaning.act_drop_high_missing_columns
- iaml.actionables.features_precleaning.act_drop_id_like_columns
- iaml.actionables.features_precleaning.act_normalize_column_names
- iaml.actionables.features_precleaning.act_sentinel_to_na_n
- iaml.actionables.features_precleaning.act_trim_space
- iaml.actionables.features_preprocessing
- iaml.actionables.features_preprocessing.act_cyclical_date_encoding
- iaml.actionables.features_preprocessing.act_fast_ica
- iaml.actionables.features_preprocessing.act_feature_agglomeration
- iaml.actionables.features_preprocessing.act_k_bins_discretizer
- iaml.actionables.features_preprocessing.act_k_means_features
- iaml.actionables.features_preprocessing.act_kernel_pca
- iaml.actionables.features_preprocessing.act_log_transformer
- iaml.actionables.features_preprocessing.act_nystroem
- iaml.actionables.features_preprocessing.act_pca
- iaml.actionables.features_preprocessing.act_polynomial_features
- iaml.actionables.features_preprocessing.act_power_transformer
- iaml.actionables.features_preprocessing.act_quantile_transformer
- iaml.actionables.features_preprocessing.act_rbf_sampler
- iaml.actionables.features_preprocessing.act_select_percentile
- iaml.actionables.features_preprocessing.act_sparse_random_projection
- iaml.actionables.features_preprocessing.act_truncated_svd
- iaml.actionables.features_selection
- iaml.actionables.features_selection.act_permutation_importance_selector
- iaml.actionables.features_selection.act_remove_high_correlated_column
- iaml.actionables.features_selection.act_remove_low_variance_column
- iaml.actionables.features_selection.act_rfe
- iaml.actionables.features_selection.act_select_from_model
- iaml.actionables.features_selection.act_select_k_best
- iaml.actionables.features_selection.act_vif_selector
- iaml.actionables.imbalance
- iaml.actionables.imbalance.act_adasyn
- iaml.actionables.imbalance.act_borderline_smote
- iaml.actionables.imbalance.act_near_miss
- iaml.actionables.imbalance.act_random_over_sampling
- iaml.actionables.imbalance.act_random_under_sampler
- iaml.actionables.imbalance.act_smote
- iaml.actionables.imbalance.act_smote_tomek
- iaml.actionables.imbalance.act_smoteenn
- iaml.actionables.imbalance.act_tomek_links
- iaml.actionables.normalize
- iaml.actionables.predictors
- iaml.actionables.predictors.classifier
- iaml.actionables.predictors.classifier.act_bagging_classifier
- iaml.actionables.predictors.classifier.act_bernoulli_nb
- iaml.actionables.predictors.classifier.act_catboost_classifier
- iaml.actionables.predictors.classifier.act_complement_nb
- iaml.actionables.predictors.classifier.act_decision_tree_classifier
- iaml.actionables.predictors.classifier.act_extra_trees_classifier
- iaml.actionables.predictors.classifier.act_gaussian_nb
- iaml.actionables.predictors.classifier.act_hist_gradient_boosting_classifier
- iaml.actionables.predictors.classifier.act_knn
- iaml.actionables.predictors.classifier.act_light_gbm_classifier
- iaml.actionables.predictors.classifier.act_linear_discriminant_analysis
- iaml.actionables.predictors.classifier.act_linear_svc
- iaml.actionables.predictors.classifier.act_logistic_regression
- iaml.actionables.predictors.classifier.act_mlp_classifier
- iaml.actionables.predictors.classifier.act_multinomial_nb
- iaml.actionables.predictors.classifier.act_passive_aggressive_classifier
- iaml.actionables.predictors.classifier.act_quadratic_discriminant_analysis
- iaml.actionables.predictors.classifier.act_randomforest
- iaml.actionables.predictors.classifier.act_ridge_classifier
- iaml.actionables.predictors.classifier.act_sgd_classifier
- iaml.actionables.predictors.classifier.act_svm_svc
- iaml.actionables.predictors.classifier.act_xgboost
- iaml.actionables.predictors.regressor
- iaml.actionables.predictors.regressor.act_ada_boost_regressor
- iaml.actionables.predictors.regressor.act_ard_regression
- iaml.actionables.predictors.regressor.act_catboost_regressor
- iaml.actionables.predictors.regressor.act_decision_tree_regressor
- iaml.actionables.predictors.regressor.act_elastic_net_regressor
- iaml.actionables.predictors.regressor.act_extra_trees_regressor
- iaml.actionables.predictors.regressor.act_gaussian_process_regressor
- iaml.actionables.predictors.regressor.act_gboost_regressor
- iaml.actionables.predictors.regressor.act_hist_gradient_boosting_regressor
- iaml.actionables.predictors.regressor.act_huber_regressor
- iaml.actionables.predictors.regressor.act_knn_regressor
- iaml.actionables.predictors.regressor.act_lasso_regressor
- iaml.actionables.predictors.regressor.act_light_gbm_regressor
- iaml.actionables.predictors.regressor.act_linear_regression
- iaml.actionables.predictors.regressor.act_mlp_regressor
- iaml.actionables.predictors.regressor.act_poisson_regressor
- iaml.actionables.predictors.regressor.act_quantile_regressor
- iaml.actionables.predictors.regressor.act_randomforest_regressor
- iaml.actionables.predictors.regressor.act_ransac_regressor
- iaml.actionables.predictors.regressor.act_ridge_regressor
- iaml.actionables.predictors.regressor.act_sgd_regressor
- iaml.actionables.predictors.regressor.act_svm_svr
- iaml.actionables.predictors.regressor.act_xgboost_regressor
- iaml.actionables.predictors.survival
- iaml.actionables.predictors.survival.act_aalen_additive_model
- iaml.actionables.predictors.survival.act_cox
- iaml.actionables.predictors.survival.act_coxnet_survival_analysis
- iaml.actionables.predictors.survival.act_extra_survival_trees
- iaml.actionables.predictors.survival.act_fast_survival_svm
- iaml.actionables.predictors.survival.act_gradient_boosting_survival_analysis
- iaml.actionables.predictors.survival.act_random_survival_forest
- iaml.actionables.predictors.survival.act_survival_component_wise_gboost
- iaml.actionables.predictors.survival.act_survival_tree
- iaml.actionables.predictors.survival.act_survival_xgboost
- iaml.actionables.predictors.survival.act_weibull_aft
- iaml.actionables.predictors.classifier
- iaml.cache
- iaml.cache_keys
- iaml.candidate
- iaml.core_dispatcher
- iaml.data_type
- iaml.dataset
- iaml.decorators
- iaml.explainers
- iaml.explanation
- iaml.flow
- iaml.iaml
- iaml.iaml_pipeline
- iaml.logger
- iaml.meta_explorer_step
- iaml.meta_ordered_step
- iaml.meta_partial_explorer_step
- iaml.meta_singleton
- iaml.metastep
- iaml.metric
- iaml.metric_plot
- iaml.metrics
- iaml.metrics.accuracy_metric
- iaml.metrics.balanced_accuracy_metric
- iaml.metrics.brier_score
- iaml.metrics.classification_error_metric
- iaml.metrics.concordance_index_ipcw
- iaml.metrics.concordance_index_metric
- iaml.metrics.cumulative_dynamic_auc
- iaml.metrics.f1_score_metric
- iaml.metrics.integrated_brier_score
- iaml.metrics.integrated_brier_score_loss
- iaml.metrics.mean_absolute_error_metric
- iaml.metrics.mean_squared_error_metric
- iaml.metrics.mean_squared_log_error_metric
- iaml.metrics.median_absolute_error_metric
- iaml.metrics.precision_metric
- iaml.metrics.r2_score_metric
- iaml.metrics.recall_metric
- iaml.metrics.roc_auc_metric
- iaml.metrics.specificity_metric
- iaml.metrics.specificity_multiclass_metric
- iaml.metrics.specificity_multilabel_metric
- iaml.optimizers
- iaml.plot
- iaml.plots
- iaml.plots.bar_plot
- iaml.plots.box_plot
- iaml.plots.class_prediction_error_plot
- iaml.plots.classification_report_plot
- iaml.plots.confusion_matrix_plot
- iaml.plots.correlation_heatmap_plot
- iaml.plots.cumulative_hazard_plot
- iaml.plots.density_plot
- iaml.plots.histogram_plot
- iaml.plots.kaplan_meier_comparison_plot
- iaml.plots.line_plot
- iaml.plots.missingness_heatmap_plot
- iaml.plots.outlier_plot
- iaml.plots.pair_plot
- iaml.plots.precision_recall_curve_plot
- iaml.plots.prediction_error_plot
- iaml.plots.qq_plot
- iaml.plots.residual_plot
- iaml.plots.roc_dynamique_curve_plot
- iaml.plots.rocauc_plot
- iaml.plots.shap_plot
- iaml.plots.target_distribution_plot
- iaml.plots.violin_plot
- iaml.predictor
- iaml.reference
- iaml.search_policy
- iaml.shared_cache
- iaml.sklearn_preprocessor
- iaml.splitters
- iaml.stack
- iaml.statistic
- iaml.statistics
- iaml.statistics.anova_statistic
- iaml.statistics.cardinality_ratio_statistic
- iaml.statistics.category_cooccurrence_statistic
- iaml.statistics.chi_square_statistic
- iaml.statistics.coef_variation_statistic
- iaml.statistics.correlation_with_target
- iaml.statistics.count
- iaml.statistics.data_type_summary_statistic
- iaml.statistics.duplicate_row_statistic
- iaml.statistics.effect_size_statistic
- iaml.statistics.entropy_statistic
- iaml.statistics.event_rate_statistic
- iaml.statistics.grouped_mean_statistic
- iaml.statistics.iqr_statistic
- iaml.statistics.kurtosis
- iaml.statistics.mad_statistic
- iaml.statistics.mean
- iaml.statistics.median_statistic
- iaml.statistics.minmax
- iaml.statistics.missing_rate_statistic
- iaml.statistics.mode
- iaml.statistics.most_frequent_ratio
- iaml.statistics.outlier_count_iqr_statistic
- iaml.statistics.quantile
- iaml.statistics.range
- iaml.statistics.rare_category_rate
- iaml.statistics.skewness
- iaml.statistics.stdev
- iaml.statistics.summary_table_statistic
- iaml.statistics.time_by_group_statistic
- iaml.statistics.time_summary_statistic
- iaml.statistics.top_k_value_counts
- iaml.statistics.unique_count_statistic
- iaml.statistics.value_counts
- iaml.statistics.variance
- iaml.statistics.violin
- iaml.step
- iaml.step_cache
- iaml.step_wrapper
- iaml.steps
- iaml.study_analyses
- iaml.timed_pool_executor
- iaml.type_of_target
- iaml.void_step
- iaml.worker_manager
- iaml.wrapper