streamline.dataprep package

Submodules

• streamline.dataprep.data_process module
  • DataProcessing
    • DataProcessing.data_scaling()
    • DataProcessing.impute_cv_data()
    • DataProcessing.load_data()
    • DataProcessing.run()
    • DataProcessing.save_runtime()
    • DataProcessing.write_cv_files()
• streamline.dataprep.eda_runner module
• streamline.dataprep.exploratory_analysis module
  • EDAJob
    • EDAJob.counts_summary()
    • EDAJob.describe_data()
    • EDAJob.drop_ignored_rowcols()
    • EDAJob.feature_correlation_plot()
    • EDAJob.graph_selector()
    • EDAJob.identify_feature_types()
    • EDAJob.join()
    • EDAJob.make_log_folders()
    • EDAJob.missing_count_plot()
    • EDAJob.missingness_counts()
    • EDAJob.run()
    • EDAJob.run_explore()
    • EDAJob.save_runtime()
    • EDAJob.start()
    • EDAJob.test_selector()
    • EDAJob.univariate_analysis()
    • EDAJob.univariate_plots()
• streamline.dataprep.kfold_partitioning module
  • KFoldPartitioner
    • KFoldPartitioner.cv_partitioner()
    • KFoldPartitioner.run()
    • KFoldPartitioner.save_datasets()