LICENSE
MANIFEST.in
README.md
pyproject.toml
PyIAML.egg-info/PKG-INFO
PyIAML.egg-info/SOURCES.txt
PyIAML.egg-info/dependency_links.txt
PyIAML.egg-info/requires.txt
PyIAML.egg-info/top_level.txt
src/iaml/__init__.py
src/iaml/actionable.py
src/iaml/cache.py
src/iaml/cache_keys.py
src/iaml/candidate.py
src/iaml/core_dispatcher.py
src/iaml/data_type.py
src/iaml/dataset.py
src/iaml/explanation.py
src/iaml/iaml.py
src/iaml/iaml_pipeline.py
src/iaml/logger.py
src/iaml/meta_explorer_step.py
src/iaml/meta_ordered_step.py
src/iaml/meta_partial_explorer_step.py
src/iaml/meta_singleton.py
src/iaml/metastep.py
src/iaml/metric.py
src/iaml/metric_plot.py
src/iaml/plot.py
src/iaml/predictor.py
src/iaml/reference.py
src/iaml/shared_cache.py
src/iaml/sklearn_preprocessor.py
src/iaml/stack.py
src/iaml/statistic.py
src/iaml/step.py
src/iaml/step_cache.py
src/iaml/step_wrapper.py
src/iaml/timed_pool_executor.py
src/iaml/type_of_target.py
src/iaml/void_step.py
src/iaml/worker_manager.py
src/iaml/actionables/__init__.py
src/iaml/actionables/boosting/__init__.py
src/iaml/actionables/boosting/act_adaboost.py
src/iaml/actionables/cleaning/__init__.py
src/iaml/actionables/cleaning/act_categorical_imputer.py
src/iaml/actionables/cleaning/act_count_vectorizer.py
src/iaml/actionables/cleaning/act_drop_categorical_column.py
src/iaml/actionables/cleaning/act_drop_date_column.py
src/iaml/actionables/cleaning/act_drop_high_cardinality_categorical.py
src/iaml/actionables/cleaning/act_drop_numerical_column.py
src/iaml/actionables/cleaning/act_drop_textual_column.py
src/iaml/actionables/cleaning/act_encode_target_column.py
src/iaml/actionables/cleaning/act_frequency_encoder.py
src/iaml/actionables/cleaning/act_hashing_vectorizer.py
src/iaml/actionables/cleaning/act_knn_imputer.py
src/iaml/actionables/cleaning/act_mean_column.py
src/iaml/actionables/cleaning/act_mice.py
src/iaml/actionables/cleaning/act_missing_count_feature.py
src/iaml/actionables/cleaning/act_missing_indicator.py
src/iaml/actionables/cleaning/act_onehot.py
src/iaml/actionables/cleaning/act_ordinal_encoder.py
src/iaml/actionables/cleaning/act_rare_category_grouper.py
src/iaml/actionables/cleaning/act_simple_imputer.py
src/iaml/actionables/cleaning/act_split_date.py
src/iaml/actionables/cleaning/act_target_encoder.py
src/iaml/actionables/cleaning/act_text_normalizer.py
src/iaml/actionables/cleaning/act_tf_idf.py
src/iaml/actionables/cleaning/act_word2vec.py
src/iaml/actionables/features_precleaning/__init__.py
src/iaml/actionables/features_precleaning/act_coerce_numeric_strings.py
src/iaml/actionables/features_precleaning/act_date_converter.py
src/iaml/actionables/features_precleaning/act_drop_bad_quality_rows.py
src/iaml/actionables/features_precleaning/act_drop_duplicate_rows.py
src/iaml/actionables/features_precleaning/act_drop_high_missing_columns.py
src/iaml/actionables/features_precleaning/act_drop_id_like_columns.py
src/iaml/actionables/features_precleaning/act_normalize_column_names.py
src/iaml/actionables/features_precleaning/act_sentinel_to_na_n.py
src/iaml/actionables/features_precleaning/act_trim_space.py
src/iaml/actionables/features_preprocessing/__init__.py
src/iaml/actionables/features_preprocessing/act_cyclical_date_encoding.py
src/iaml/actionables/features_preprocessing/act_fast_ica.py
src/iaml/actionables/features_preprocessing/act_feature_agglomeration.py
src/iaml/actionables/features_preprocessing/act_k_bins_discretizer.py
src/iaml/actionables/features_preprocessing/act_k_means_features.py
src/iaml/actionables/features_preprocessing/act_kernel_pca.py
src/iaml/actionables/features_preprocessing/act_log_transformer.py
src/iaml/actionables/features_preprocessing/act_nystroem.py
src/iaml/actionables/features_preprocessing/act_pca.py
src/iaml/actionables/features_preprocessing/act_polynomial_features.py
src/iaml/actionables/features_preprocessing/act_power_transformer.py
src/iaml/actionables/features_preprocessing/act_quantile_transformer.py
src/iaml/actionables/features_preprocessing/act_rbf_sampler.py
src/iaml/actionables/features_preprocessing/act_select_percentile.py
src/iaml/actionables/features_preprocessing/act_sparse_random_projection.py
src/iaml/actionables/features_preprocessing/act_truncated_svd.py
src/iaml/actionables/features_selection/__init__.py
src/iaml/actionables/features_selection/act_permutation_importance_selector.py
src/iaml/actionables/features_selection/act_remove_high_correlated_column.py
src/iaml/actionables/features_selection/act_remove_low_variance_column.py
src/iaml/actionables/features_selection/act_rfe.py
src/iaml/actionables/features_selection/act_select_from_model.py
src/iaml/actionables/features_selection/act_select_k_best.py
src/iaml/actionables/features_selection/act_vif_selector.py
src/iaml/actionables/imbalance/__init__.py
src/iaml/actionables/imbalance/act_adasyn.py
src/iaml/actionables/imbalance/act_borderline_smote.py
src/iaml/actionables/imbalance/act_near_miss.py
src/iaml/actionables/imbalance/act_random_over_sampling.py
src/iaml/actionables/imbalance/act_random_under_sampler.py
src/iaml/actionables/imbalance/act_smote.py
src/iaml/actionables/imbalance/act_smote_tomek.py
src/iaml/actionables/imbalance/act_smoteenn.py
src/iaml/actionables/imbalance/act_tomek_links.py
src/iaml/actionables/normalize/__init__.py
src/iaml/actionables/normalize/act_max_abs_scaler.py
src/iaml/actionables/normalize/act_minmax_scaler.py
src/iaml/actionables/normalize/act_normalizer.py
src/iaml/actionables/normalize/act_robust_scaler.py
src/iaml/actionables/normalize/act_standard_scaler.py
src/iaml/actionables/predictors/__init__.py
src/iaml/actionables/predictors/_xgboost.py
src/iaml/actionables/predictors/classifier/__init__.py
src/iaml/actionables/predictors/classifier/act_bagging_classifier.py
src/iaml/actionables/predictors/classifier/act_bernoulli_nb.py
src/iaml/actionables/predictors/classifier/act_catboost_classifier.py
src/iaml/actionables/predictors/classifier/act_complement_nb.py
src/iaml/actionables/predictors/classifier/act_decision_tree_classifier.py
src/iaml/actionables/predictors/classifier/act_extra_trees_classifier.py
src/iaml/actionables/predictors/classifier/act_gaussian_nb.py
src/iaml/actionables/predictors/classifier/act_hist_gradient_boosting_classifier.py
src/iaml/actionables/predictors/classifier/act_knn.py
src/iaml/actionables/predictors/classifier/act_light_gbm_classifier.py
src/iaml/actionables/predictors/classifier/act_linear_discriminant_analysis.py
src/iaml/actionables/predictors/classifier/act_linear_svc.py
src/iaml/actionables/predictors/classifier/act_logistic_regression.py
src/iaml/actionables/predictors/classifier/act_mlp_classifier.py
src/iaml/actionables/predictors/classifier/act_multinomial_nb.py
src/iaml/actionables/predictors/classifier/act_passive_aggressive_classifier.py
src/iaml/actionables/predictors/classifier/act_quadratic_discriminant_analysis.py
src/iaml/actionables/predictors/classifier/act_randomforest.py
src/iaml/actionables/predictors/classifier/act_ridge_classifier.py
src/iaml/actionables/predictors/classifier/act_sgd_classifier.py
src/iaml/actionables/predictors/classifier/act_svm_svc.py
src/iaml/actionables/predictors/classifier/act_xgboost.py
src/iaml/actionables/predictors/regressor/__init__.py
src/iaml/actionables/predictors/regressor/act_ada_boost_regressor.py
src/iaml/actionables/predictors/regressor/act_ard_regression.py
src/iaml/actionables/predictors/regressor/act_catboost_regressor.py
src/iaml/actionables/predictors/regressor/act_decision_tree_regressor.py
src/iaml/actionables/predictors/regressor/act_elastic_net_regressor.py
src/iaml/actionables/predictors/regressor/act_extra_trees_regressor.py
src/iaml/actionables/predictors/regressor/act_gaussian_process_regressor.py
src/iaml/actionables/predictors/regressor/act_gboost_regressor.py
src/iaml/actionables/predictors/regressor/act_hist_gradient_boosting_regressor.py
src/iaml/actionables/predictors/regressor/act_huber_regressor.py
src/iaml/actionables/predictors/regressor/act_knn_regressor.py
src/iaml/actionables/predictors/regressor/act_lasso_regressor.py
src/iaml/actionables/predictors/regressor/act_light_gbm_regressor.py
src/iaml/actionables/predictors/regressor/act_linear_regression.py
src/iaml/actionables/predictors/regressor/act_mlp_regressor.py
src/iaml/actionables/predictors/regressor/act_poisson_regressor.py
src/iaml/actionables/predictors/regressor/act_quantile_regressor.py
src/iaml/actionables/predictors/regressor/act_randomforest_regressor.py
src/iaml/actionables/predictors/regressor/act_ransac_regressor.py
src/iaml/actionables/predictors/regressor/act_ridge_regressor.py
src/iaml/actionables/predictors/regressor/act_sgd_regressor.py
src/iaml/actionables/predictors/regressor/act_svm_svr.py
src/iaml/actionables/predictors/regressor/act_xgboost_regressor.py
src/iaml/actionables/predictors/survival/__init__.py
src/iaml/actionables/predictors/survival/act_aalen_additive_model.py
src/iaml/actionables/predictors/survival/act_cox.py
src/iaml/actionables/predictors/survival/act_coxnet_survival_analysis.py
src/iaml/actionables/predictors/survival/act_extra_survival_trees.py
src/iaml/actionables/predictors/survival/act_fast_survival_svm.py
src/iaml/actionables/predictors/survival/act_gradient_boosting_survival_analysis.py
src/iaml/actionables/predictors/survival/act_random_survival_forest.py
src/iaml/actionables/predictors/survival/act_survival_component_wise_gboost.py
src/iaml/actionables/predictors/survival/act_survival_tree.py
src/iaml/actionables/predictors/survival/act_survival_xgboost.py
src/iaml/actionables/predictors/survival/act_weibull_aft.py
src/iaml/decorators/__init__.py
src/iaml/decorators/all.py
src/iaml/decorators/is_step.py
src/iaml/decorators/runner.py
src/iaml/metrics/__init__.py
src/iaml/metrics/_classification.py
src/iaml/metrics/_survival_times.py
src/iaml/metrics/accuracy_metric.py
src/iaml/metrics/balanced_accuracy_metric.py
src/iaml/metrics/brier_score.py
src/iaml/metrics/classification_error_metric.py
src/iaml/metrics/concordance_index_ipcw.py
src/iaml/metrics/concordance_index_metric.py
src/iaml/metrics/cumulative_dynamic_auc.py
src/iaml/metrics/f1_score_metric.py
src/iaml/metrics/integrated_brier_score.py
src/iaml/metrics/integrated_brier_score_loss.py
src/iaml/metrics/mean_absolute_error_metric.py
src/iaml/metrics/mean_squared_error_metric.py
src/iaml/metrics/mean_squared_log_error_metric.py
src/iaml/metrics/median_absolute_error_metric.py
src/iaml/metrics/precision_metric.py
src/iaml/metrics/r2_score_metric.py
src/iaml/metrics/recall_metric.py
src/iaml/metrics/roc_auc_metric.py
src/iaml/metrics/specificity_metric.py
src/iaml/metrics/specificity_multiclass_metric.py
src/iaml/metrics/specificity_multilabel_metric.py
src/iaml/optimizers/__init__.py
src/iaml/optimizers/bayesian_optimizer.py
src/iaml/optimizers/genetic_optimizer.py
src/iaml/optimizers/optimizer.py
src/iaml/optimizers/random_optimizer.py
src/iaml/plots/__init__.py
src/iaml/plots/bar_plot.py
src/iaml/plots/box_plot.py
src/iaml/plots/class_prediction_error_plot.py
src/iaml/plots/classification_report_plot.py
src/iaml/plots/confusion_matrix_plot.py
src/iaml/plots/correlation_heatmap_plot.py
src/iaml/plots/cumulative_hazard_plot.py
src/iaml/plots/density_plot.py
src/iaml/plots/histogram_plot.py
src/iaml/plots/kaplan_meier_comparison_plot.py
src/iaml/plots/line_plot.py
src/iaml/plots/missingness_heatmap_plot.py
src/iaml/plots/outlier_plot.py
src/iaml/plots/pair_plot.py
src/iaml/plots/precision_recall_curve_plot.py
src/iaml/plots/prediction_error_plot.py
src/iaml/plots/qq_plot.py
src/iaml/plots/residual_plot.py
src/iaml/plots/roc_dynamique_curve_plot.py
src/iaml/plots/rocauc_plot.py
src/iaml/plots/shap_plot.py
src/iaml/plots/target_distribution_plot.py
src/iaml/plots/violin_plot.py
src/iaml/splitters/__init__.py
src/iaml/splitters/kfold_splitter.py
src/iaml/splitters/random_splitter.py
src/iaml/statistics/__init__.py
src/iaml/statistics/anova_statistic.py
src/iaml/statistics/cardinality_ratio_statistic.py
src/iaml/statistics/category_cooccurrence_statistic.py
src/iaml/statistics/chi_square_statistic.py
src/iaml/statistics/coef_variation_statistic.py
src/iaml/statistics/correlation_with_target.py
src/iaml/statistics/count.py
src/iaml/statistics/data_type_summary_statistic.py
src/iaml/statistics/duplicate_row_statistic.py
src/iaml/statistics/effect_size_statistic.py
src/iaml/statistics/entropy_statistic.py
src/iaml/statistics/event_rate_statistic.py
src/iaml/statistics/grouped_mean_statistic.py
src/iaml/statistics/iqr_statistic.py
src/iaml/statistics/kurtosis.py
src/iaml/statistics/mad_statistic.py
src/iaml/statistics/mean.py
src/iaml/statistics/median_statistic.py
src/iaml/statistics/minmax.py
src/iaml/statistics/missing_rate_statistic.py
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src/iaml/statistics/quantile.py
src/iaml/statistics/range.py
src/iaml/statistics/rare_category_rate.py
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src/iaml/statistics/unique_count_statistic.py
src/iaml/statistics/value_counts.py
src/iaml/statistics/variance.py
src/iaml/statistics/violin.py
src/iaml/wrapper/__init__.py
src/iaml/wrapper/wrap_basic_gridsearch.py
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src/iaml/wrapper/wrap_iterative_gridsearch.py