streamline.dataprep package

Submodules

• streamline.dataprep.data_process module
  • DataProcess
    • DataProcess.categorical_feature_encoding()
    • DataProcess.categorical_feature_encoding_pandas()
    • DataProcess.counts_summary()
    • DataProcess.data_manipulation()
    • DataProcess.drop_highly_correlated_features()
    • DataProcess.drop_ignored_rowcols()
    • DataProcess.drop_invariant()
    • DataProcess.feature_engineering()
    • DataProcess.feature_removal()
    • DataProcess.graph_selector()
    • DataProcess.identify_feature_types()
    • DataProcess.instance_removal()
    • DataProcess.join()
    • DataProcess.label_encoder()
    • DataProcess.make_log_folders()
    • DataProcess.run()
    • DataProcess.run_process()
    • DataProcess.save_runtime()
    • DataProcess.second_eda()
    • DataProcess.start()
    • DataProcess.test_selector()
    • DataProcess.univariate_analysis()
    • DataProcess.univariate_plots()
• streamline.dataprep.exploratory_analysis module
• streamline.dataprep.kfold_partitioning module
  • KFoldPartitioner
    • KFoldPartitioner.cv_partitioner()
    • KFoldPartitioner.run()
    • KFoldPartitioner.save_datasets()