hyperimpute package

Subpackages

• hyperimpute.exceptions package
  • BuildCancelled
  • StudyCancelled
• hyperimpute.hooks package
  • Hooks
    • Hooks._abc_impl
    • Hooks.cancel()
    • Hooks.heartbeat()
• hyperimpute.plugins package
  • Plugins
    • Plugins.add()
    • Plugins.get()
    • Plugins.get_type()
    • Plugins.list()
  • group()
  • Subpackages
    • hyperimpute.plugins.core package
      • Submodules
    • hyperimpute.plugins.imputers package
      • ImputerPlugin
      • Imputers
      • Submodules
    • hyperimpute.plugins.prediction package
      • PredictionPlugin
      • Predictions
      • Subpackages
      • Submodules
    • hyperimpute.plugins.utils package
      • Submodules
• hyperimpute.utils package
  • Submodules
    • hyperimpute.utils.benchmarks module
    • hyperimpute.utils.distributions module
      • enable_reproducible_results()
    • hyperimpute.utils.encoder module
      • numpy_encoder
    • 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
      • _add_version()
      • _check_version()
      • load()
      • load_from_file()
      • save()
      • save_to_file()
    • hyperimpute.utils.tester module
      • Eval
      • evaluate_estimator()
      • evaluate_regression()
      • score_classification_model()
    • hyperimpute.utils.torch module
      • one_hot_encoder()

Submodules

• hyperimpute.logger module
  • add()
  • create_log_and_print_function()
  • critical()
  • debug()
  • error()
  • info()
  • remove()
  • trace()
  • traceback()
  • traceback_and_raise()
  • warning()
• hyperimpute.version module