autoprognosis.explorers.core package

Subpackages

• autoprognosis.explorers.core.optimizers package
  • Submodules
    • autoprognosis.explorers.core.optimizers.bayesian module
      • BayesianOptimizer
      • EarlyStoppingExceeded
      • ParamRepeatPruner
    • autoprognosis.explorers.core.optimizers.hyperband module
      • HyperbandOptimizer
      • NpEncoder

Submodules

• autoprognosis.explorers.core.defaults module
• autoprognosis.explorers.core.optimizer module
  • EnsembleOptimizer
    • EnsembleOptimizer.evaluate()
  • Optimizer
    • Optimizer.evaluate()
• autoprognosis.explorers.core.selector module
  • PipelineSelector
    • PipelineSelector.get_pipeline()
    • PipelineSelector.get_pipeline_from_named_args()
    • PipelineSelector.get_pipeline_from_template()
    • PipelineSelector.get_pipeline_template()
    • PipelineSelector.hyperparameter_space()
    • PipelineSelector.name()
    • PipelineSelector.sample_hyperparameters()
    • PipelineSelector.sample_hyperparameters_np()