syne_tune.optimizer.schedulers.searchers package
Subpackages
- syne_tune.optimizer.schedulers.searchers.bayesopt package
- Subpackages
- syne_tune.optimizer.schedulers.searchers.bayesopt.datatypes package
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd package
- syne_tune.optimizer.schedulers.searchers.bayesopt.models package
- syne_tune.optimizer.schedulers.searchers.bayesopt.sklearn package
- syne_tune.optimizer.schedulers.searchers.bayesopt.tuning_algorithms package
- syne_tune.optimizer.schedulers.searchers.bayesopt.utils package
- Subpackages
- syne_tune.optimizer.schedulers.searchers.bore package
Bore- Submodules
- syne_tune.optimizer.schedulers.searchers.bore.bore module
- syne_tune.optimizer.schedulers.searchers.bore.de module
- syne_tune.optimizer.schedulers.searchers.bore.legacy_bore module
- syne_tune.optimizer.schedulers.searchers.bore.legacy_multi_fidelity_bore module
- syne_tune.optimizer.schedulers.searchers.bore.mlp_classififer module
- syne_tune.optimizer.schedulers.searchers.botorch package
- syne_tune.optimizer.schedulers.searchers.conformal package
- syne_tune.optimizer.schedulers.searchers.kde package
- syne_tune.optimizer.schedulers.searchers.utils package
HyperparameterRangesHyperparameterRanges.internal_keysHyperparameterRanges.config_space_for_samplingHyperparameterRanges.to_ndarray()HyperparameterRanges.to_ndarray_matrix()HyperparameterRanges.ndarray_sizeHyperparameterRanges.from_ndarray()HyperparameterRanges.encoded_rangesHyperparameterRanges.is_attribute_fixed()HyperparameterRanges.random_config()HyperparameterRanges.random_configs()HyperparameterRanges.get_ndarray_bounds()HyperparameterRanges.filter_for_last_pos_value()HyperparameterRanges.config_to_tuple()HyperparameterRanges.tuple_to_config()HyperparameterRanges.config_to_match_string()
make_hyperparameter_ranges()HyperparameterRangesImplLinearScalingLogScalingReverseLogScalingget_scaling()- Submodules
- syne_tune.optimizer.schedulers.searchers.utils.common module
- syne_tune.optimizer.schedulers.searchers.utils.default_arguments module
- syne_tune.optimizer.schedulers.searchers.utils.exclusion_list module
- syne_tune.optimizer.schedulers.searchers.utils.hp_ranges module
- syne_tune.optimizer.schedulers.searchers.utils.hp_ranges_factory module
- syne_tune.optimizer.schedulers.searchers.utils.hp_ranges_impl module
HyperparameterRangescale_from_zero_one()HyperparameterRangeContinuousHyperparameterRangeIntegerHyperparameterRangeFiniteRangeHyperparameterRangeCategoricalHyperparameterRangeCategoricalNonBinaryHyperparameterRangeCategoricalBinaryHyperparameterRangeOrdinalEqualHyperparameterRangeOrdinalNearestNeighborHyperparameterRangesImpldecode_extended_features()
- syne_tune.optimizer.schedulers.searchers.utils.scaling module
- syne_tune.optimizer.schedulers.searchers.utils.warmstarting module
Submodules
- syne_tune.optimizer.schedulers.searchers.last_value_multi_fidelity_searcher module
LastValueMultiFidelitySearcherLastValueMultiFidelitySearcher.suggest()LastValueMultiFidelitySearcher.should_update()LastValueMultiFidelitySearcher.num_results()LastValueMultiFidelitySearcher.make_input_target()LastValueMultiFidelitySearcher.fit_model()LastValueMultiFidelitySearcher.on_trial_complete()LastValueMultiFidelitySearcher.on_trial_result()LastValueMultiFidelitySearcher.sample_random()LastValueMultiFidelitySearcher.configs_to_df()
- syne_tune.optimizer.schedulers.searchers.multi_fidelity_searcher module
- syne_tune.optimizer.schedulers.searchers.random_searcher module
- syne_tune.optimizer.schedulers.searchers.regularized_evolution module
- syne_tune.optimizer.schedulers.searchers.searcher module
- syne_tune.optimizer.schedulers.searchers.searcher_factory module
- syne_tune.optimizer.schedulers.searchers.single_objective_searcher module