hyperimpute.utils package

Submodules

• hyperimpute.utils.benchmarks module
• hyperimpute.utils.distributions module
  • enable_reproducible_results()
• hyperimpute.utils.encoder module
  • numpy_encoder
    • numpy_encoder.default()
• hyperimpute.utils.metrics module
  • evaluate_auc()
  • evaluate_wnd()
  • generate_score()
  • get_y_pred_proba_hlpr()
  • print_score()
• hyperimpute.utils.optimizer module
• hyperimpute.utils.pandas module
  • compress_df()
  • optimize_floats()
  • optimize_ints()
  • optimize_objects()
  • read_csv_compressed()
• hyperimpute.utils.parallel module
  • cpu_count()
• hyperimpute.utils.serialization module
  • Serializable
    • Serializable.load()
    • Serializable.load_dict()
    • Serializable.save()
    • Serializable.save_dict()
    • Serializable.save_to_file()
    • Serializable.version()
  • _add_version()
  • _check_version()
  • load()
  • load_from_file()
  • save()
  • save_to_file()
• hyperimpute.utils.tester module
  • Eval
    • Eval.average_precision_score()
    • Eval.get_metric()
    • Eval.roc_auc_score()
    • Eval.score_proba()
  • evaluate_estimator()
  • evaluate_regression()
  • score_classification_model()
• hyperimpute.utils.torch module
  • one_hot_encoder()