syne_tune.optimizer.schedulers.searchers.conformal package

Subpackages

• syne_tune.optimizer.schedulers.searchers.conformal.surrogate package
  • Submodules
    • syne_tune.optimizer.schedulers.searchers.conformal.surrogate.conformalized_quantile_regression_model module
      • ConformalQuantileCorrection
      • ConformalizedGradientBoostingQuantileRegressor
    • syne_tune.optimizer.schedulers.searchers.conformal.surrogate.quantile_regression_model module
      • QuantileRegressorPredictions
      • QuantileRegressor
      • GradientBoostingQuantileRegressor
    • syne_tune.optimizer.schedulers.searchers.conformal.surrogate.quantile_regression_surrogate module
      • QuantileRegressionSurrogateModel
    • syne_tune.optimizer.schedulers.searchers.conformal.surrogate.surrogate_model module
      • SurrogateModel
    • syne_tune.optimizer.schedulers.searchers.conformal.surrogate.symmetric_conformalized_quantile_regression_model module
      • SymmetricConformalQuantileCorrection
      • SymmetricConformalizedGradientBoostingQuantileRegressor

Submodules

• syne_tune.optimizer.schedulers.searchers.conformal.conformal_quantile_regression_searcher module
  • ConformalQuantileRegression
    • ConformalQuantileRegression.suggest()
    • ConformalQuantileRegression.should_update()
    • ConformalQuantileRegression.num_results()
    • ConformalQuantileRegression.make_input_target()
    • ConformalQuantileRegression.fit_model()
    • ConformalQuantileRegression.on_trial_complete()
    • ConformalQuantileRegression.sample_random()
    • ConformalQuantileRegression.configs_to_df()
• syne_tune.optimizer.schedulers.searchers.conformal.legacy_surrogate_searcher module