autoflow package

Subpackages

• autoflow.data_process package
  • Subpackages
    • autoflow.data_process.abnormal package
      • Module contents
    • autoflow.data_process.balance package
      • Module contents
    • autoflow.data_process.impute package
      • Submodules
      • autoflow.data_process.impute.delete_nan module
      • Module contents
  • Module contents
• autoflow.ensemble package
  • Subpackages
    • autoflow.ensemble.mean package
      • Submodules
      • autoflow.ensemble.mean.regressor module
      • Module contents
    • autoflow.ensemble.stack package
      • Submodules
      • autoflow.ensemble.stack.base module
      • autoflow.ensemble.stack.classifier module
      • autoflow.ensemble.stack.regressor module
      • Module contents
    • autoflow.ensemble.vote package
      • Submodules
      • autoflow.ensemble.vote.classifier module
      • Module contents
  • Submodules
  • autoflow.ensemble.base module
  • autoflow.ensemble.trained_data_fetcher module
  • autoflow.ensemble.trials_fetcher module
  • autoflow.ensemble.utils module
  • Module contents
• autoflow.estimator package
  • Submodules
  • autoflow.estimator.base module
  • autoflow.estimator.classifier module
  • autoflow.estimator.regressor module
  • autoflow.estimator.transformer module
  • Module contents
• autoflow.evaluation package
  • Submodules
  • autoflow.evaluation.base module
  • autoflow.evaluation.ensemble_evaluator module
  • autoflow.evaluation.train_evaluator module
  • Module contents
• autoflow.feature_engineer package
  • Subpackages
    • autoflow.feature_engineer.compress package
      • Submodules
      • autoflow.feature_engineer.compress.f1_score module
      • autoflow.feature_engineer.compress.pearson module
      • autoflow.feature_engineer.compress.similarity_base module
      • autoflow.feature_engineer.compress.variance module
      • Module contents
    • autoflow.feature_engineer.encode package
      • Submodules
      • autoflow.feature_engineer.encode.label_encode module
      • Module contents
    • autoflow.feature_engineer.operate package
      • Submodules
      • autoflow.feature_engineer.operate.drop_all module
      • Module contents
    • autoflow.feature_engineer.transform package
      • Submodules
      • autoflow.feature_engineer.transform.guassion_tranform module
      • Module contents
  • Module contents
• autoflow.hdl package
  • Subpackages
    • autoflow.hdl.smac package
      • Module contents
  • Submodules
  • autoflow.hdl.hdl_constructor module
  • autoflow.hdl.utils module
  • Module contents
• autoflow.manager package
  • Submodules
  • autoflow.manager.data_manager module
  • autoflow.manager.resource_manager module
  • Module contents
• autoflow.metrics package
  • Submodules
  • autoflow.metrics.classification_metrics module
  • Module contents
• autoflow.pipeline package
  • Subpackages
    • autoflow.pipeline.components package
      • Subpackages
      • Submodules
      • autoflow.pipeline.components.base module
      • autoflow.pipeline.components.classification_base module
      • autoflow.pipeline.components.data_process_base module
      • autoflow.pipeline.components.feature_engineer_base module
      • autoflow.pipeline.components.regression_base module
      • autoflow.pipeline.components.utils module
      • Module contents
  • Submodules
  • autoflow.pipeline.dataframe module
  • autoflow.pipeline.pipeline module
  • Module contents
• autoflow.shp2dhp package
  • Submodules
  • autoflow.shp2dhp.shp2dhp module
  • Module contents
• autoflow.splitter package
  • Module contents
• autoflow.tuner package
  • Submodules
  • autoflow.tuner module
  • Module contents
• autoflow.utils package
  • Submodules
  • autoflow.utils.array module
  • autoflow.utils.concurrence module
  • autoflow.utils.config_space module
  • autoflow.utils.data module
  • autoflow.utils.dataframe module
  • autoflow.utils.dict module
  • autoflow.utils.graphviz module
  • autoflow.utils.hash module
  • autoflow.utils.klass module
  • autoflow.utils.list module
  • autoflow.utils.logging_ module
  • autoflow.utils.math_ module
  • autoflow.utils.ml_task module
  • autoflow.utils.packages module
  • autoflow.utils.pipeline module
  • autoflow.utils.sys module
  • autoflow.utils.typing_ module
  • Module contents

Submodules

autoflow.constants module

class autoflow.constants.ExperimentType

Bases: enum.Enum

An enumeration.

AUTO = 'auto_modeling'

ENSEMBLE = 'ensemble_modeling'

MANUAL = 'manual_modeling'

Module contents