autoflow.pipeline.components.preprocessing package¶
Subpackages¶
- autoflow.pipeline.components.preprocessing.abnormal package
- autoflow.pipeline.components.preprocessing.balance package
- Subpackages
- autoflow.pipeline.components.preprocessing.balance.over_sample package
- Submodules
- autoflow.pipeline.components.preprocessing.balance.over_sample.adasyn module
- autoflow.pipeline.components.preprocessing.balance.over_sample.borderline_smote module
- autoflow.pipeline.components.preprocessing.balance.over_sample.kmeans_smote module
- autoflow.pipeline.components.preprocessing.balance.over_sample.random module
- autoflow.pipeline.components.preprocessing.balance.over_sample.smote module
- autoflow.pipeline.components.preprocessing.balance.over_sample.smotenc module
- autoflow.pipeline.components.preprocessing.balance.over_sample.svmsmote module
- Module contents
- autoflow.pipeline.components.preprocessing.balance.under_sample package
- Submodules
- autoflow.pipeline.components.preprocessing.balance.under_sample.all_knn module
- autoflow.pipeline.components.preprocessing.balance.under_sample.cluster_centroids module
- autoflow.pipeline.components.preprocessing.balance.under_sample.condensed_nearest_neighbour module
- autoflow.pipeline.components.preprocessing.balance.under_sample.edited_nearest_neighbours module
- autoflow.pipeline.components.preprocessing.balance.under_sample.instance_hardness_threshold module
- autoflow.pipeline.components.preprocessing.balance.under_sample.near_miss module
- autoflow.pipeline.components.preprocessing.balance.under_sample.neighbourhood_cleaning_rule module
- autoflow.pipeline.components.preprocessing.balance.under_sample.one_sided_selection module
- autoflow.pipeline.components.preprocessing.balance.under_sample.random module
- autoflow.pipeline.components.preprocessing.balance.under_sample.repeated_edited_nearest_neighbours module
- autoflow.pipeline.components.preprocessing.balance.under_sample.tomek_links module
- Module contents
- autoflow.pipeline.components.preprocessing.balance.over_sample package
- Module contents
- Subpackages
- autoflow.pipeline.components.preprocessing.compress package
- autoflow.pipeline.components.preprocessing.encode package
- Submodules
- autoflow.pipeline.components.preprocessing.encode.base module
- autoflow.pipeline.components.preprocessing.encode.binary module
- autoflow.pipeline.components.preprocessing.encode.cat_boost module
- autoflow.pipeline.components.preprocessing.encode.hash module
- autoflow.pipeline.components.preprocessing.encode.label module
- autoflow.pipeline.components.preprocessing.encode.leave_one_out module
- autoflow.pipeline.components.preprocessing.encode.one_hot module
- autoflow.pipeline.components.preprocessing.encode.target module
- autoflow.pipeline.components.preprocessing.encode.weight_of_evidence module
- Module contents
- autoflow.pipeline.components.preprocessing.expand package
- autoflow.pipeline.components.preprocessing.impute package
- Submodules
- autoflow.pipeline.components.preprocessing.impute.delete module
- autoflow.pipeline.components.preprocessing.impute.fill_abnormal module
- autoflow.pipeline.components.preprocessing.impute.fill_cat module
- autoflow.pipeline.components.preprocessing.impute.fill_num module
- autoflow.pipeline.components.preprocessing.impute.knn module
- Module contents
- autoflow.pipeline.components.preprocessing.operate package
- Subpackages
- autoflow.pipeline.components.preprocessing.operate.split package
- Submodules
- autoflow.pipeline.components.preprocessing.operate.split.base module
- autoflow.pipeline.components.preprocessing.operate.split.cat module
- autoflow.pipeline.components.preprocessing.operate.split.cat_num module
- autoflow.pipeline.components.preprocessing.operate.split.nan module
- Module contents
- autoflow.pipeline.components.preprocessing.operate.split package
- Submodules
- autoflow.pipeline.components.preprocessing.operate.drop module
- autoflow.pipeline.components.preprocessing.operate.keep_going module
- Module contents
- Subpackages
- autoflow.pipeline.components.preprocessing.reduce package
- Submodules
- autoflow.pipeline.components.preprocessing.reduce.fast_ica module
- autoflow.pipeline.components.preprocessing.reduce.feature_agglomeration module
- autoflow.pipeline.components.preprocessing.reduce.kernel_pca module
- autoflow.pipeline.components.preprocessing.reduce.pca module
- autoflow.pipeline.components.preprocessing.reduce.random_trees_embedding module
- autoflow.pipeline.components.preprocessing.reduce.truncatedSVD module
- Module contents
- autoflow.pipeline.components.preprocessing.scale package
- Submodules
- autoflow.pipeline.components.preprocessing.scale.minmax module
- autoflow.pipeline.components.preprocessing.scale.normalize module
- autoflow.pipeline.components.preprocessing.scale.quantile_transformer module
- autoflow.pipeline.components.preprocessing.scale.robust_scaler module
- autoflow.pipeline.components.preprocessing.scale.standardize module
- Module contents
- autoflow.pipeline.components.preprocessing.select package
- Submodules
- autoflow.pipeline.components.preprocessing.select.base module
- autoflow.pipeline.components.preprocessing.select.from_model_clf module
- autoflow.pipeline.components.preprocessing.select.from_model_reg module
- autoflow.pipeline.components.preprocessing.select.rfe_clf module
- autoflow.pipeline.components.preprocessing.select.rfe_reg module
- autoflow.pipeline.components.preprocessing.select.univar_clf module
- autoflow.pipeline.components.preprocessing.select.univar_reg module
- Module contents
- autoflow.pipeline.components.preprocessing.transform package