autoprognosis.explorers package

Subpackages

• autoprognosis.explorers.core package
  • Subpackages
    • autoprognosis.explorers.core.optimizers package
      • Submodules
  • Submodules
    • autoprognosis.explorers.core.defaults module
    • autoprognosis.explorers.core.optimizer module
      • EnsembleOptimizer
      • Optimizer
    • autoprognosis.explorers.core.selector module
      • PipelineSelector

Submodules

• autoprognosis.explorers.classifiers module
  • ClassifierSeeker
    • ClassifierSeeker.search()
    • ClassifierSeeker.search_best_args_for_estimator()
• autoprognosis.explorers.classifiers_combos module
  • EnsembleSeeker
    • EnsembleSeeker.pretrain_for_cv()
    • EnsembleSeeker.search()
    • EnsembleSeeker.search_weights()
• autoprognosis.explorers.regression module
  • RegressionSeeker
    • RegressionSeeker.search()
    • RegressionSeeker.search_best_args_for_estimator()
• autoprognosis.explorers.regression_combos module
  • RegressionEnsembleSeeker
    • RegressionEnsembleSeeker.pretrain_for_cv()
    • RegressionEnsembleSeeker.search()
    • RegressionEnsembleSeeker.search_weights()
• autoprognosis.explorers.risk_estimation module
  • RiskEstimatorSeeker
    • RiskEstimatorSeeker.search()
    • RiskEstimatorSeeker.search_best_args_for_estimator()
    • RiskEstimatorSeeker.search_estimator()
• autoprognosis.explorers.risk_estimation_combos module
  • RiskEnsembleSeeker
    • RiskEnsembleSeeker.pretrain_for_cv()
    • RiskEnsembleSeeker.search()
    • RiskEnsembleSeeker.search_weights()