All modules for which code is available
- benchmarking.benchmark_definitions.distilbert_on_imdb
- benchmarking.benchmark_definitions.finetune_transformer_glue
- benchmarking.benchmark_definitions.finetune_transformer_swag
- benchmarking.benchmark_definitions.lstm_wikitext2
- benchmarking.benchmark_definitions.mlp_on_fashionmnist
- benchmarking.benchmark_definitions.real_benchmark_definitions
- benchmarking.benchmark_definitions.resnet_cifar10
- benchmarking.benchmark_definitions.transformer_wikitext2
- benchmarking.examples.benchmark_dehb.baselines
- benchmarking.examples.benchmark_dyhpo.baselines
- benchmarking.examples.benchmark_hypertune.baselines
- benchmarking.examples.benchmark_warping.baselines
- benchmarking.examples.demo_experiment.baselines
- benchmarking.examples.fine_tuning_transformer_glue.baselines
- benchmarking.examples.fine_tuning_transformer_glue.hpo_main
- benchmarking.examples.fine_tuning_transformer_glue.plot_results
- benchmarking.examples.fine_tuning_transformer_swag.baselines
- benchmarking.examples.fine_tuning_transformer_swag.hpo_main
- benchmarking.examples.launch_local.baselines
- benchmarking.examples.launch_sagemaker.baselines
- benchmarking.utils.get_cost_model
- benchmarking.utils.searcher_state_callback
- syne_tune.backend.local_backend
- syne_tune.backend.python_backend.python_backend
- syne_tune.backend.sagemaker_backend.custom_framework
- syne_tune.backend.sagemaker_backend.instance_info
- syne_tune.backend.sagemaker_backend.sagemaker_backend
- syne_tune.backend.sagemaker_backend.sagemaker_utils
- syne_tune.backend.simulator_backend.events
- syne_tune.backend.simulator_backend.simulator_backend
- syne_tune.backend.simulator_backend.simulator_callback
- syne_tune.backend.simulator_backend.time_keeper
- syne_tune.backend.time_keeper
- syne_tune.backend.trial_backend
- syne_tune.backend.trial_status
- syne_tune.blackbox_repository.blackbox
- syne_tune.blackbox_repository.blackbox_offline
- syne_tune.blackbox_repository.blackbox_surrogate
- syne_tune.blackbox_repository.blackbox_tabular
- syne_tune.blackbox_repository.conversion_scripts.blackbox_recipe
- syne_tune.blackbox_repository.conversion_scripts.scripts.fcnet_import
- syne_tune.blackbox_repository.conversion_scripts.scripts.icml2020_import
- syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench.api
- syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench.lcbench
- syne_tune.blackbox_repository.conversion_scripts.scripts.nasbench201_import
- syne_tune.blackbox_repository.conversion_scripts.scripts.pd1_import
- syne_tune.blackbox_repository.conversion_scripts.scripts.yahpo_import
- syne_tune.blackbox_repository.conversion_scripts.utils
- syne_tune.blackbox_repository.repository
- syne_tune.blackbox_repository.serialize
- syne_tune.blackbox_repository.simulated_tabular_backend
- syne_tune.blackbox_repository.utils
- syne_tune.callbacks.hyperband_remove_checkpoints_callback
- syne_tune.callbacks.hyperband_remove_checkpoints_score
- syne_tune.callbacks.remove_checkpoints_callback
- syne_tune.callbacks.tensorboard_callback
- syne_tune.config_space
- syne_tune.experiments.baselines
- syne_tune.experiments.benchmark_definitions.common
- syne_tune.experiments.benchmark_definitions.fcnet
- syne_tune.experiments.benchmark_definitions.lcbench
- syne_tune.experiments.benchmark_definitions.nas201
- syne_tune.experiments.default_baselines
- syne_tune.experiments.experiment_result
- syne_tune.experiments.launchers.hpo_main_common
- syne_tune.experiments.launchers.hpo_main_local
- syne_tune.experiments.launchers.hpo_main_sagemaker
- syne_tune.experiments.launchers.hpo_main_simulator
- syne_tune.experiments.launchers.launch_remote_common
- syne_tune.experiments.launchers.launch_remote_simulator
- syne_tune.experiments.launchers.utils
- syne_tune.experiments.visualization.aggregate_results
- syne_tune.experiments.visualization.multiobjective
- syne_tune.experiments.visualization.pareto_set
- syne_tune.experiments.visualization.plot_per_trial
- syne_tune.experiments.visualization.plotting
- syne_tune.experiments.visualization.results_utils
- syne_tune.num_gpu
- syne_tune.optimizer.baselines
- syne_tune.optimizer.scheduler
- syne_tune.optimizer.schedulers.fifo
- syne_tune.optimizer.schedulers.hyperband
- syne_tune.optimizer.schedulers.hyperband_checkpoint_removal
- syne_tune.optimizer.schedulers.hyperband_cost_promotion
- syne_tune.optimizer.schedulers.hyperband_pasha
- syne_tune.optimizer.schedulers.hyperband_promotion
- syne_tune.optimizer.schedulers.hyperband_rush
- syne_tune.optimizer.schedulers.hyperband_stopping
- syne_tune.optimizer.schedulers.median_stopping_rule
- syne_tune.optimizer.schedulers.multi_fidelity
- syne_tune.optimizer.schedulers.multiobjective.linear_scalarizer
- syne_tune.optimizer.schedulers.multiobjective.moasha
- syne_tune.optimizer.schedulers.multiobjective.multi_objective_regularized_evolution
- syne_tune.optimizer.schedulers.multiobjective.multi_surrogate_multi_objective_searcher
- syne_tune.optimizer.schedulers.multiobjective.multiobjective_priority
- syne_tune.optimizer.schedulers.multiobjective.non_dominated_priority
- syne_tune.optimizer.schedulers.multiobjective.nsga2_searcher
- syne_tune.optimizer.schedulers.multiobjective.random_scalarization
- syne_tune.optimizer.schedulers.multiobjective.utils
- syne_tune.optimizer.schedulers.neuralbands.networks
- syne_tune.optimizer.schedulers.neuralbands.neuralband
- syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement
- syne_tune.optimizer.schedulers.pbt
- syne_tune.optimizer.schedulers.random_seeds
- syne_tune.optimizer.schedulers.ray_scheduler
- syne_tune.optimizer.schedulers.remove_checkpoints
- syne_tune.optimizer.schedulers.scheduler_searcher
- syne_tune.optimizer.schedulers.searchers.bayesopt.datatypes.common
- syne_tune.optimizer.schedulers.searchers.bayesopt.datatypes.config_ext
- syne_tune.optimizer.schedulers.searchers.bayesopt.datatypes.tuning_job_state
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.constants
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.custom_op
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.distribution
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.gluon
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.gluon_blocks_helpers
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.gp_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.gp_regression
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.gpr_mcmc
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.hypertune.gp_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.hypertune.likelihood
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.hypertune.posterior_state
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.hypertune.utils
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent.gpind_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent.likelihood
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent.posterior_state
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.base
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.cross_validation
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.exponential_decay
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.fabolas
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.freeze_thaw
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.product_kernel
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.kernel.range_kernel
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.learncurve.freeze_thaw
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.learncurve.gpiss_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.learncurve.issm
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.learncurve.likelihood
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.learncurve.model_params
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.learncurve.posterior_state
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.likelihood
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.mean
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.optimization_utils
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.posterior_state
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.posterior_utils
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.slice
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.target_transform
- syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.warping
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.acqfunc_factory
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.cost.cost_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.cost.linear_cost_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.cost.sklearn_cost_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.cost_fifo_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.estimator
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.gp_mcmc_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.gp_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.gpiss_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.kernel_factory
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.meanstd_acqfunc
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.meanstd_acqfunc_impl
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.model_base
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.model_skipopt
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.model_transformer
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.sklearn_model
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.subsample_state_multi_fidelity
- syne_tune.optimizer.schedulers.searchers.bayesopt.models.subsample_state_single_fidelity
- syne_tune.optimizer.schedulers.searchers.bayesopt.sklearn.estimator
- syne_tune.optimizer.schedulers.searchers.bayesopt.sklearn.predictor
- syne_tune.optimizer.schedulers.searchers.bayesopt.tuning_algorithms.base_classes
- syne_tune.optimizer.schedulers.searchers.bayesopt.tuning_algorithms.bo_algorithm
- syne_tune.optimizer.schedulers.searchers.bayesopt.tuning_algorithms.bo_algorithm_components
- syne_tune.optimizer.schedulers.searchers.bayesopt.utils.comparison_gpy
- syne_tune.optimizer.schedulers.searchers.bayesopt.utils.debug_log
- syne_tune.optimizer.schedulers.searchers.bayesopt.utils.test_objects
- syne_tune.optimizer.schedulers.searchers.bore.bore
- syne_tune.optimizer.schedulers.searchers.bore.de
- syne_tune.optimizer.schedulers.searchers.bore.mlp_classififer
- syne_tune.optimizer.schedulers.searchers.bore.multi_fidelity_bore
- syne_tune.optimizer.schedulers.searchers.botorch.botorch_searcher
- syne_tune.optimizer.schedulers.searchers.botorch.botorch_transfer_searcher
- syne_tune.optimizer.schedulers.searchers.bracket_distribution
- syne_tune.optimizer.schedulers.searchers.constrained.constrained_gp_fifo_searcher
- syne_tune.optimizer.schedulers.searchers.cost_aware.cost_aware_gp_fifo_searcher
- syne_tune.optimizer.schedulers.searchers.cost_aware.cost_aware_gp_multifidelity_searcher
- syne_tune.optimizer.schedulers.searchers.dyhpo.dyhpo_searcher
- syne_tune.optimizer.schedulers.searchers.dyhpo.hyperband_dyhpo
- syne_tune.optimizer.schedulers.searchers.gp_fifo_searcher
- syne_tune.optimizer.schedulers.searchers.gp_multifidelity_searcher
- syne_tune.optimizer.schedulers.searchers.gp_searcher_factory
- syne_tune.optimizer.schedulers.searchers.gp_searcher_utils
- syne_tune.optimizer.schedulers.searchers.hypertune.hypertune_bracket_distribution
- syne_tune.optimizer.schedulers.searchers.hypertune.hypertune_searcher
- syne_tune.optimizer.schedulers.searchers.kde.kde_searcher
- syne_tune.optimizer.schedulers.searchers.kde.multi_fidelity_kde_searcher
- syne_tune.optimizer.schedulers.searchers.model_based_searcher
- syne_tune.optimizer.schedulers.searchers.random_grid_searcher
- syne_tune.optimizer.schedulers.searchers.regularized_evolution
- syne_tune.optimizer.schedulers.searchers.searcher
- syne_tune.optimizer.schedulers.searchers.searcher_base
- syne_tune.optimizer.schedulers.searchers.searcher_callback
- syne_tune.optimizer.schedulers.searchers.searcher_factory
- syne_tune.optimizer.schedulers.searchers.sklearn.sklearn_surrogate_searcher
- syne_tune.optimizer.schedulers.searchers.utils.default_arguments
- syne_tune.optimizer.schedulers.searchers.utils.exclusion_list
- syne_tune.optimizer.schedulers.searchers.utils.hp_ranges
- syne_tune.optimizer.schedulers.searchers.utils.hp_ranges_factory
- syne_tune.optimizer.schedulers.searchers.utils.hp_ranges_impl
- syne_tune.optimizer.schedulers.searchers.utils.scaling
- syne_tune.optimizer.schedulers.searchers.utils.warmstarting
- syne_tune.optimizer.schedulers.synchronous.dehb
- syne_tune.optimizer.schedulers.synchronous.dehb_bracket
- syne_tune.optimizer.schedulers.synchronous.dehb_bracket_manager
- syne_tune.optimizer.schedulers.synchronous.hyperband
- syne_tune.optimizer.schedulers.synchronous.hyperband_bracket
- syne_tune.optimizer.schedulers.synchronous.hyperband_bracket_manager
- syne_tune.optimizer.schedulers.synchronous.hyperband_impl
- syne_tune.optimizer.schedulers.synchronous.hyperband_rung_system
- syne_tune.optimizer.schedulers.transfer_learning
- syne_tune.optimizer.schedulers.transfer_learning.bounding_box
- syne_tune.optimizer.schedulers.transfer_learning.quantile_based.normalization_transforms
- syne_tune.optimizer.schedulers.transfer_learning.quantile_based.quantile_based_searcher
- syne_tune.optimizer.schedulers.transfer_learning.rush
- syne_tune.optimizer.schedulers.transfer_learning.zero_shot
- syne_tune.optimizer.schedulers.utils.simple_profiler
- syne_tune.optimizer.schedulers.utils.successive_halving
- syne_tune.remote.estimators
- syne_tune.remote.remote_launcher
- syne_tune.remote.remote_main
- syne_tune.remote.remote_metrics_callback
- syne_tune.remote.scheduling
- syne_tune.report
- syne_tune.results_callback
- syne_tune.stopping_criterion
- syne_tune.try_import
- syne_tune.tuner
- syne_tune.tuner_callback
- syne_tune.tuning_status
- syne_tune.util
- syne_tune.utils.checkpoint
- syne_tune.utils.config_as_json
- syne_tune.utils.convert_domain
- syne_tune.utils.parse_bool