All modules for which code is available
- gators.clippers.custom_clipper
- gators.clippers.gaussian_clipper
- gators.clippers.iqr_clipper
- gators.clippers.mad_clipper
- gators.clippers.quantile_clipper
- gators.data_cleaning.cast_columns
- gators.data_cleaning.correlation_filter
- gators.data_cleaning.drop_columns
- gators.data_cleaning.drop_constant_columns
- gators.data_cleaning.drop_duplicate_columns
- gators.data_cleaning.drop_duplicate_rows
- gators.data_cleaning.drop_high_nan_ratio
- gators.data_cleaning.drop_low_cardinality
- gators.data_cleaning.high_cardinality_filter
- gators.data_cleaning.outlier_filter
- gators.data_cleaning.rename_columns
- gators.data_cleaning.replace
- gators.data_cleaning.variance_filter
- gators.discretizers.custom_discretizer
- gators.discretizers.equal_length_discretizer
- gators.discretizers.equal_size_discretizer
- gators.discretizers.geometric_discretizer
- gators.discretizers.kmeans_discretizer
- gators.discretizers.quantile_discretizer
- gators.discretizers.tree_based_discretizer
- gators.encoders.binary_encoder
- gators.encoders.catboost_encoder
- gators.encoders.count_encoder
- gators.encoders.leave_one_out_encoder
- gators.encoders.onehot_encoder
- gators.encoders.ordinal_encoder
- gators.encoders.rare_category_encoder
- gators.encoders.target_encoder
- gators.encoders.woe_encoder
- gators.feature_generation.comparison_features
- gators.feature_generation.condition_features
- gators.feature_generation.distance_features
- gators.feature_generation.group_lag_features
- gators.feature_generation.group_scaling_features
- gators.feature_generation.group_statistics_features
- gators.feature_generation.is_null
- gators.feature_generation.math_features
- gators.feature_generation.plan_rotation_features
- gators.feature_generation.polynomial_features
- gators.feature_generation.ratio_features
- gators.feature_generation.row_statistics_features
- gators.feature_generation.rule_features
- gators.feature_generation.scalar_math_features
- gators.feature_generation_dt.business_time_features
- gators.feature_generation_dt.cyclic_features
- gators.feature_generation_dt.diff_features
- gators.feature_generation_dt.duration_to_datetime
- gators.feature_generation_dt.holiday_features
- gators.feature_generation_dt.ordinal_features
- gators.feature_generation_dt.time_bin_features
- gators.feature_generation_dt.time_window_features
- gators.feature_generation_str.character_statistics
- gators.feature_generation_str.combine_features
- gators.feature_generation_str.contains
- gators.feature_generation_str.endswith
- gators.feature_generation_str.extract_substring
- gators.feature_generation_str.interaction_features
- gators.feature_generation_str.length
- gators.feature_generation_str.lower
- gators.feature_generation_str.ngram
- gators.feature_generation_str.occurrences
- gators.feature_generation_str.pattern_detector
- gators.feature_generation_str.split
- gators.feature_generation_str.split_extract
- gators.feature_generation_str.startswith
- gators.feature_generation_str.upper
- gators.feature_selection.feature_stability_index
- gators.feature_selection.information_value
- gators.imputers.boolean_imputer
- gators.imputers.groupby_imputer
- gators.imputers.numeric_imputer
- gators.imputers.string_imputer
- gators.pipeline.pipeline
- gators.scalers.arcsin_squareroot_scaler
- gators.scalers.arcsinh_scaler
- gators.scalers.box_cox
- gators.scalers.log_scaler
- gators.scalers.minmax_scaler
- gators.scalers.power_scaler
- gators.scalers.standard_scaler
- gators.scalers.yeo_jonhson