LICENSE.md
MANIFEST.in
README.md
requirements.txt
setup.py
test_requirements.txt
./requirements.txt
feature_engine/VERSION
feature_engine/__init__.py
feature_engine/dataframe_checks.py
feature_engine/tags.py
feature_engine.egg-info/PKG-INFO
feature_engine.egg-info/SOURCES.txt
feature_engine.egg-info/dependency_links.txt
feature_engine.egg-info/not-zip-safe
feature_engine.egg-info/requires.txt
feature_engine.egg-info/top_level.txt
feature_engine/_base_transformers/__init__.py
feature_engine/_base_transformers/base_numerical.py
feature_engine/_base_transformers/mixins.py
feature_engine/_check_input_parameters/__init__.py
feature_engine/_check_input_parameters/check_init_input_params.py
feature_engine/_check_input_parameters/check_input_dictionary.py
feature_engine/_docstrings/__init__.py
feature_engine/_docstrings/fit_attributes.py
feature_engine/_docstrings/init_parameters.py
feature_engine/_docstrings/methods.py
feature_engine/_docstrings/substitute.py
feature_engine/_prediction/__init__.py
feature_engine/_prediction/base_predictor.py
feature_engine/_prediction/target_mean_classifier.py
feature_engine/_prediction/target_mean_regressor.py
feature_engine/_variable_handling/__init__.py
feature_engine/_variable_handling/init_parameter_checks.py
feature_engine/_variable_handling/variable_type_checks.py
feature_engine/_variable_handling/variable_type_selection.py
feature_engine/creation/__init__.py
feature_engine/creation/base_creation.py
feature_engine/creation/cyclical_features.py
feature_engine/creation/math_features.py
feature_engine/creation/relative_features.py
feature_engine/datetime/__init__.py
feature_engine/datetime/_datetime_constants.py
feature_engine/datetime/datetime.py
feature_engine/discretisation/__init__.py
feature_engine/discretisation/arbitrary.py
feature_engine/discretisation/base_discretiser.py
feature_engine/discretisation/decision_tree.py
feature_engine/discretisation/equal_frequency.py
feature_engine/discretisation/equal_width.py
feature_engine/encoding/__init__.py
feature_engine/encoding/_helper_functions.py
feature_engine/encoding/base_encoder.py
feature_engine/encoding/count_frequency.py
feature_engine/encoding/decision_tree.py
feature_engine/encoding/mean_encoding.py
feature_engine/encoding/one_hot.py
feature_engine/encoding/ordinal.py
feature_engine/encoding/probability_ratio.py
feature_engine/encoding/rare_label.py
feature_engine/encoding/similarity_encoder.py
feature_engine/encoding/woe.py
feature_engine/imputation/__init__.py
feature_engine/imputation/arbitrary_number.py
feature_engine/imputation/base_imputer.py
feature_engine/imputation/categorical.py
feature_engine/imputation/drop_missing_data.py
feature_engine/imputation/end_tail.py
feature_engine/imputation/mean_median.py
feature_engine/imputation/missing_indicator.py
feature_engine/imputation/random_sample.py
feature_engine/outliers/__init__.py
feature_engine/outliers/artbitrary.py
feature_engine/outliers/base_outlier.py
feature_engine/outliers/trimmer.py
feature_engine/outliers/winsorizer.py
feature_engine/preprocessing/__init__.py
feature_engine/preprocessing/match_categories.py
feature_engine/preprocessing/match_columns.py
feature_engine/selection/__init__.py
feature_engine/selection/_docstring.py
feature_engine/selection/_selection_constants.py
feature_engine/selection/base_recursive_selector.py
feature_engine/selection/base_selector.py
feature_engine/selection/drop_constant_features.py
feature_engine/selection/drop_correlated_features.py
feature_engine/selection/drop_duplicate_features.py
feature_engine/selection/drop_features.py
feature_engine/selection/drop_psi_features.py
feature_engine/selection/information_value.py
feature_engine/selection/recursive_feature_addition.py
feature_engine/selection/recursive_feature_elimination.py
feature_engine/selection/shuffle_features.py
feature_engine/selection/single_feature_performance.py
feature_engine/selection/smart_correlation_selection.py
feature_engine/selection/target_mean_selection.py
feature_engine/timeseries/__init__.py
feature_engine/timeseries/forecasting/__init__.py
feature_engine/timeseries/forecasting/base_forecast_transformers.py
feature_engine/timeseries/forecasting/expanding_window_features.py
feature_engine/timeseries/forecasting/lag_features.py
feature_engine/timeseries/forecasting/window_features.py
feature_engine/transformation/__init__.py
feature_engine/transformation/arcsin.py
feature_engine/transformation/boxcox.py
feature_engine/transformation/log.py
feature_engine/transformation/power.py
feature_engine/transformation/reciprocal.py
feature_engine/transformation/yeojohnson.py
feature_engine/wrappers/__init__.py
feature_engine/wrappers/wrappers.py
tests/estimator_checks/__init__.py
tests/estimator_checks/dataframe_for_checks.py
tests/estimator_checks/estimator_checks.py
tests/estimator_checks/fit_functionality_checks.py
tests/estimator_checks/get_feature_names_out_checks.py
tests/estimator_checks/init_params_allowed_values_checks.py
tests/estimator_checks/init_params_triggered_functionality_checks.py
tests/estimator_checks/non_fitted_error_checks.py
tests/estimator_checks/variable_selection_checks.py
tests/test_check_input_parameters/__init__.py
tests/test_check_input_parameters/test_check_init_input_params.py
tests/test_check_input_parameters/test_check_input_dictionary.py
tests/test_creation/__init__.py
tests/test_creation/test_check_estimator_creation.py
tests/test_creation/test_cyclical_features.py
tests/test_creation/test_math_features.py
tests/test_creation/test_relative_features.py
tests/test_datetime/__init__.py
tests/test_datetime/conftest.py
tests/test_datetime/test_check_estimator_datetime.py
tests/test_datetime/test_datetime_features.py
tests/test_discretisation/__init__.py
tests/test_discretisation/test_arbitrary_discretiser.py
tests/test_discretisation/test_check_estimator_discretisers.py
tests/test_discretisation/test_decision_tree_discretiser.py
tests/test_discretisation/test_equal_frequency_discretiser.py
tests/test_discretisation/test_equal_width_discretiser.py
tests/test_encoding/__init__.py
tests/test_encoding/test_base_encoder.py
tests/test_encoding/test_check_estimator_encoders.py
tests/test_encoding/test_count_frequency_encoder.py
tests/test_encoding/test_decision_tree_encoder.py
tests/test_encoding/test_mean_encoder.py
tests/test_encoding/test_onehot_encoder.py
tests/test_encoding/test_ordinal_encoder.py
tests/test_encoding/test_probability_ratio_encoder.py
tests/test_encoding/test_rare_label_encoder.py
tests/test_encoding/test_similarity_encoder.py
tests/test_encoding/test_woe_class.py
tests/test_encoding/test_woe_encoder.py
tests/test_imputation/__init__.py
tests/test_imputation/test_arbitrary_number_imputer.py
tests/test_imputation/test_categorical_imputer.py
tests/test_imputation/test_check_estimator_imputers.py
tests/test_imputation/test_drop_missing_data.py
tests/test_imputation/test_end_tail_imputer.py
tests/test_imputation/test_mean_mdian_imputer.py
tests/test_imputation/test_missing_indicator.py
tests/test_imputation/test_random_sample_imputer.py
tests/test_outliers/__init__.py
tests/test_outliers/test_arbitrary_capper.py
tests/test_outliers/test_check_estimator_outliers.py
tests/test_outliers/test_outlier_trimmer.py
tests/test_outliers/test_winsorizer.py
tests/test_prediction/__init__.py
tests/test_prediction/conftest.py
tests/test_prediction/test_check_estimator_prediction.py
tests/test_prediction/test_target_mean_classifier.py
tests/test_prediction/test_target_mean_regressor.py
tests/test_preprocessing/__init__.py
tests/test_preprocessing/test_check_estimator_preprocessing.py
tests/test_preprocessing/test_match_categories.py
tests/test_preprocessing/test_match_columns.py
tests/test_selection/__init__.py
tests/test_selection/conftest.py
tests/test_selection/test_base_selector.py
tests/test_selection/test_check_estimator_selectors.py
tests/test_selection/test_drop_constant_features.py
tests/test_selection/test_drop_correlated_features.py
tests/test_selection/test_drop_duplicate_features.py
tests/test_selection/test_drop_features.py
tests/test_selection/test_drop_high_psi_features.py
tests/test_selection/test_information_value.py
tests/test_selection/test_recursive_feature_addition.py
tests/test_selection/test_recursive_feature_elimination.py
tests/test_selection/test_recursive_feature_selectors.py
tests/test_selection/test_shuffle_features.py
tests/test_selection/test_single_feature_performance_selection.py
tests/test_selection/test_smart_correlation_selection.py
tests/test_selection/test_target_mean_selection.py
tests/test_time_series/__init__.py
tests/test_time_series/test_forecasting/__init__.py
tests/test_time_series/test_forecasting/conftest.py
tests/test_time_series/test_forecasting/test_check_estimator_forecasting.py
tests/test_time_series/test_forecasting/test_expanding_window_features.py
tests/test_time_series/test_forecasting/test_lag_features.py
tests/test_time_series/test_forecasting/test_window_features.py
tests/test_transformation/__init__.py
tests/test_transformation/test_arcsin_transformer.py
tests/test_transformation/test_boxcox_transformer.py
tests/test_transformation/test_check_estimator_transformers.py
tests/test_transformation/test_log_transformer.py
tests/test_transformation/test_logcp_transformer.py
tests/test_transformation/test_power_transformer.py
tests/test_transformation/test_reciprocal_transformer.py
tests/test_transformation/test_yeojohnson_transformer.py
tests/test_variable_handling/__init__.py
tests/test_variable_handling/test_init_parameter_checks.py
tests/test_variable_handling/test_variable_type_selection.py
tests/test_wrappers/__init__.py
tests/test_wrappers/test_check_estimator_wrappers.py
tests/test_wrappers/test_sklearn_wrapper.py