autoflow.pipeline.components package

Subpackages

• autoflow.pipeline.components.classification package
  • Submodules
  • autoflow.pipeline.components.classification.adaboost module
  • autoflow.pipeline.components.classification.bernoulli_nb module
  • autoflow.pipeline.components.classification.catboost module
  • autoflow.pipeline.components.classification.decision_tree module
  • autoflow.pipeline.components.classification.extra_trees module
  • autoflow.pipeline.components.classification.gaussian_nb module
  • autoflow.pipeline.components.classification.gradient_boosting module
  • autoflow.pipeline.components.classification.knn module
  • autoflow.pipeline.components.classification.lda module
  • autoflow.pipeline.components.classification.linearsvc module
  • autoflow.pipeline.components.classification.svc module
  • autoflow.pipeline.components.classification.lightgbm module
  • autoflow.pipeline.components.classification.logistic_regression module
  • autoflow.pipeline.components.classification.multinomial_nb module
  • autoflow.pipeline.components.classification.qda module
  • autoflow.pipeline.components.classification.random_forest module
  • autoflow.pipeline.components.classification.sgd module
  • Module contents
• autoflow.pipeline.components.preprocessing package
  • Subpackages
    • autoflow.pipeline.components.preprocessing.abnormal package
      • Submodules
      • autoflow.pipeline.components.preprocessing.abnormal.isolation_forest module
      • Module contents
    • autoflow.pipeline.components.preprocessing.balance package
      • Subpackages
      • Module contents
    • autoflow.pipeline.components.preprocessing.compress package
      • Submodules
      • autoflow.pipeline.components.preprocessing.compress.f1score module
      • autoflow.pipeline.components.preprocessing.compress.pearson module
      • autoflow.pipeline.components.preprocessing.compress.variance module
      • Module contents
    • 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
      • Submodules
      • autoflow.pipeline.components.preprocessing.expand.kitchen_sinks module
      • autoflow.pipeline.components.preprocessing.expand.nystroem_sampler module
      • autoflow.pipeline.components.preprocessing.expand.polynomial module
      • Module contents
    • 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
      • Submodules
      • autoflow.pipeline.components.preprocessing.operate.drop module
      • autoflow.pipeline.components.preprocessing.operate.keep_going module
      • Module contents
    • 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
      • Submodules
      • autoflow.pipeline.components.preprocessing.transform.power module
      • autoflow.pipeline.components.preprocessing.transform.quantile module
      • Module contents
  • Module contents
• autoflow.pipeline.components.regression package
  • Submodules
  • autoflow.pipeline.components.regression.adaboost module
  • autoflow.pipeline.components.regression.ard_regression module
  • autoflow.pipeline.components.regression.bayesian_ridge module
  • autoflow.pipeline.components.regression.catboost module
  • autoflow.pipeline.components.regression.decision_tree module
  • autoflow.pipeline.components.regression.elasticnet module
  • autoflow.pipeline.components.regression.extra_trees module
  • autoflow.pipeline.components.regression.gaussian_process module
  • autoflow.pipeline.components.regression.gradient_boosting module
  • autoflow.pipeline.components.regression.knn module
  • autoflow.pipeline.components.regression.kernel_ridge module
  • autoflow.pipeline.components.regression.linearsvr module
  • autoflow.pipeline.components.regression.lightgbm module
  • autoflow.pipeline.components.regression.random_forest module
  • autoflow.pipeline.components.regression.sgd module
  • Module contents

Submodules

autoflow.pipeline.components.base module

autoflow.pipeline.components.classification_base module

autoflow.pipeline.components.data_process_base module

autoflow.pipeline.components.feature_engineer_base module

autoflow.pipeline.components.regression_base module

autoflow.pipeline.components.utils module

Module contents