streamline.utils package

Submodules

• streamline.utils.checker module
  • check_phase()
  • check_phase_1()
  • check_phase_10()
  • check_phase_11()
  • check_phase_2()
  • check_phase_3()
  • check_phase_4()
  • check_phase_5()
  • check_phase_6()
  • check_phase_7()
  • check_phase_8()
  • check_phase_9()
• streamline.utils.cleanup module
  • Cleaner
    • Cleaner.rm_tree()
    • Cleaner.run()
• streamline.utils.cluster module
  • get_cluster()
• streamline.utils.dataset module
  • Dataset
    • Dataset.clean_data()
    • Dataset.counts_summary()
    • Dataset.describe_data()
    • Dataset.eda()
    • Dataset.feature_correlation()
    • Dataset.feature_only_data()
    • Dataset.get_headers()
    • Dataset.get_outcome()
    • Dataset.initial_eda()
    • Dataset.load_data()
    • Dataset.missing_count_plot()
    • Dataset.missingness_counts()
    • Dataset.non_feature_data()
    • Dataset.set_original_headers()
    • Dataset.set_processed_headers()
• streamline.utils.evaluation module
  • class_eval()
• streamline.utils.job module
  • Job
    • Job.run()
    • Job.run_cluster()
• streamline.utils.parser module
  • parser_function()
  • process_params()
  • single_parse()
• streamline.utils.runners module
  • check_if_single_phase()
  • model_runner_fn()
  • parallel_eda_call()
  • run_jobs()
  • runner_fn()
  • sub_jobs()