API

Subpackages

• imputegap.recovery.manager package
  • Submodules
  • Module contents
    • TimeSeries
      • TimeSeries.Contamination
      • TimeSeries.import_matrix()
      • TimeSeries.load_series()
      • TimeSeries.normalize()
      • TimeSeries.plot()
      • TimeSeries.print()
      • TimeSeries.print_results()
    • select_backend()
• imputegap.recovery.imputation package
  • Submodules
  • Module contents
    • BaseImputer
      • BaseImputer.__init__()
      • BaseImputer.algorithm
      • BaseImputer.impute()
      • BaseImputer.logs
      • BaseImputer.score()
      • BaseImputer.verbose
    • Imputation
      • Imputation.DeepLearning
      • Imputation.MachineLearning
      • Imputation.MatrixCompletion
      • Imputation.PatternSearch
      • Imputation.Statistics
      • Imputation.evaluate_params()
• imputegap.recovery.optimization package
  • Submodules
  • Module contents
    • BaseOptimizer
      • BaseOptimizer.optimize()
    • Optimization
      • Optimization.Bayesian
      • Optimization.Greedy
      • Optimization.ParticleSwarm
      • Optimization.RayTune
      • Optimization.SuccessiveHalving
• imputegap.recovery.explainer package
  • Submodules
  • Module contents
    • Explainer
      • Explainer.convert_results()
      • Explainer.execute_shap_model()
      • Explainer.extractor_pycatch()
      • Explainer.extractor_tsfel()
      • Explainer.extractor_tsfresh()
      • Explainer.load_configuration()
      • Explainer.print()
      • Explainer.shap_explainer()
      • Explainer.show()
• imputegap.tools.utils package
  • Submodules
  • Modules
  • Submodule Documentation
  • imputegap.tools.utils module
    • config_contamination()
    • config_forecaster()
    • config_impute_algorithm()
    • display_title()
    • get_missing_ratio()
    • list_of_algorithms()
    • list_of_algorithms_with_families()
    • list_of_datasets()
    • list_of_downstreams()
    • list_of_downstreams_darts()
    • list_of_downstreams_sktime()
    • list_of_extractors()
    • list_of_families()
    • list_of_metrics()
    • list_of_normalizers()
    • list_of_optimizers()
    • list_of_patterns()
    • load_parameters()
    • load_share_lib()
    • save_optimization()
    • search_path()
    • verification_limitation()
• imputegap.recovery.evaluation package
  • Submodules
  • Modules
    • Evaluation
      • Evaluation.compute_all_metrics()
      • Evaluation.compute_correlation()
      • Evaluation.compute_mae()
      • Evaluation.compute_mi()
      • Evaluation.compute_rmse()
  • Submodule Documentation
  • imputegap.recovery.evaluation module
    • Evaluation
      • Evaluation.compute_all_metrics()
      • Evaluation.compute_correlation()
      • Evaluation.compute_mae()
      • Evaluation.compute_mi()
      • Evaluation.compute_rmse()

Submodules

Module contents