LICENSE
MANIFEST.in
NOTICE
README.md
setup.cfg
setup.py
syne_tune/__init__.py
syne_tune/constants.py
syne_tune/experiments.py
syne_tune/num_gpu.py
syne_tune/report.py
syne_tune/search_space.py
syne_tune/stopping_criterion.py
syne_tune/tuner.py
syne_tune/tuner_callback.py
syne_tune/tuning_status.py
syne_tune/util.py
syne_tune/version.py
syne_tune.egg-info/PKG-INFO
syne_tune.egg-info/SOURCES.txt
syne_tune.egg-info/dependency_links.txt
syne_tune.egg-info/requires.txt
syne_tune.egg-info/top_level.txt
syne_tune/backend/__init__.py
syne_tune/backend/backend.py
syne_tune/backend/local_backend.py
syne_tune/backend/time_keeper.py
syne_tune/backend/trial_status.py
syne_tune/backend/sagemaker_backend/__init__.py
syne_tune/backend/sagemaker_backend/custom_framework.py
syne_tune/backend/sagemaker_backend/estimator_factory.py
syne_tune/backend/sagemaker_backend/instance-types-cost.csv
syne_tune/backend/sagemaker_backend/instance_info.py
syne_tune/backend/sagemaker_backend/sagemaker_backend.py
syne_tune/backend/sagemaker_backend/sagemaker_utils.py
syne_tune/backend/simulator_backend/__init__.py
syne_tune/backend/simulator_backend/events.py
syne_tune/backend/simulator_backend/simulator_backend.py
syne_tune/backend/simulator_backend/simulator_callback.py
syne_tune/backend/simulator_backend/tabulated_benchmark.py
syne_tune/backend/simulator_backend/time_keeper.py
syne_tune/optimizer/__init__.py
syne_tune/optimizer/baselines.py
syne_tune/optimizer/scheduler.py
syne_tune/optimizer/schedulers/__init__.py
syne_tune/optimizer/schedulers/fifo.py
syne_tune/optimizer/schedulers/hyperband.py
syne_tune/optimizer/schedulers/hyperband_cost_promotion.py
syne_tune/optimizer/schedulers/hyperband_pasha.py
syne_tune/optimizer/schedulers/hyperband_promotion.py
syne_tune/optimizer/schedulers/hyperband_stopping.py
syne_tune/optimizer/schedulers/median_stopping_rule.py
syne_tune/optimizer/schedulers/pbt.py
syne_tune/optimizer/schedulers/random_seeds.py
syne_tune/optimizer/schedulers/ray_scheduler.py
syne_tune/optimizer/schedulers/multiobjective/__init__.py
syne_tune/optimizer/schedulers/multiobjective/moasha.py
syne_tune/optimizer/schedulers/multiobjective/multiobjective_priority.py
syne_tune/optimizer/schedulers/multiobjective/non_dominated_priority.py
syne_tune/optimizer/schedulers/searchers/__init__.py
syne_tune/optimizer/schedulers/searchers/constrained_gp_fifo_searcher.py
syne_tune/optimizer/schedulers/searchers/cost_aware_gp_fifo_searcher.py
syne_tune/optimizer/schedulers/searchers/cost_aware_gp_multifidelity_searcher.py
syne_tune/optimizer/schedulers/searchers/gp_fifo_searcher.py
syne_tune/optimizer/schedulers/searchers/gp_multifidelity_searcher.py
syne_tune/optimizer/schedulers/searchers/gp_searcher_factory.py
syne_tune/optimizer/schedulers/searchers/gp_searcher_utils.py
syne_tune/optimizer/schedulers/searchers/gp_sync_multifidelity_searcher.py
syne_tune/optimizer/schedulers/searchers/kde_searcher.py
syne_tune/optimizer/schedulers/searchers/multi_fidelity_kde_searcher.py
syne_tune/optimizer/schedulers/searchers/regularized_evolution.py
syne_tune/optimizer/schedulers/searchers/searcher.py
syne_tune/optimizer/schedulers/searchers/searcher_callback.py
syne_tune/optimizer/schedulers/searchers/searcher_factory.py
syne_tune/optimizer/schedulers/searchers/bayesopt/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/common.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/config_ext.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/hp_ranges.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/hp_ranges_factory.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/hp_ranges_impl.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/scaling.py
syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes/tuning_job_state.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/constants.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/custom_op.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/distribution.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/gluon.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/gluon_blocks_helpers.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/gp_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/gp_regression.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/gpr_mcmc.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/likelihood.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/mean.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/optimization_utils.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/posterior_state.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/posterior_utils.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/slice.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/warping.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/base.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/cross_validation.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/exponential_decay.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/fabolas.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/freeze_thaw.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/product_kernel.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel/range_kernel.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/freeze_thaw.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/gpiss_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/issm.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/likelihood.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/model_params.py
syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve/posterior_state.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost_fifo_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/gp_mcmc_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/gp_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/gpiss_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/kernel_factory.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/meanstd_acqfunc.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/meanstd_acqfunc_impl.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/model_base.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/model_skipopt.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/model_transformer.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost/cost_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost/linear_cost_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost/sklearn_cost_model.py
syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms/base_classes.py
syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms/bo_algorithm.py
syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms/bo_algorithm_components.py
syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms/common.py
syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms/defaults.py
syne_tune/optimizer/schedulers/searchers/bayesopt/utils/__init__.py
syne_tune/optimizer/schedulers/searchers/bayesopt/utils/comparison_gpy.py
syne_tune/optimizer/schedulers/searchers/bayesopt/utils/debug_log.py
syne_tune/optimizer/schedulers/searchers/bayesopt/utils/density.py
syne_tune/optimizer/schedulers/searchers/bayesopt/utils/duplicate_detector.py
syne_tune/optimizer/schedulers/searchers/bayesopt/utils/test_objects.py
syne_tune/optimizer/schedulers/searchers/bore/__init__.py
syne_tune/optimizer/schedulers/searchers/bore/bore.py
syne_tune/optimizer/schedulers/searchers/bore/classififer.py
syne_tune/optimizer/schedulers/searchers/bore/de.py
syne_tune/optimizer/schedulers/searchers/utils/__init__.py
syne_tune/optimizer/schedulers/searchers/utils/default_arguments.py
syne_tune/optimizer/schedulers/searchers/utils/warmstarting.py
syne_tune/optimizer/schedulers/synchronous/__init__.py
syne_tune/optimizer/schedulers/synchronous/hyperband.py
syne_tune/optimizer/schedulers/synchronous/hyperband_bracket.py
syne_tune/optimizer/schedulers/synchronous/hyperband_bracket_manager.py
syne_tune/optimizer/schedulers/synchronous/hyperband_impl.py
syne_tune/optimizer/schedulers/synchronous/hyperband_rung_system.py
syne_tune/optimizer/schedulers/transfer_learning/__init__.py
syne_tune/optimizer/schedulers/transfer_learning/bounding_box.py
syne_tune/optimizer/schedulers/utils/__init__.py
syne_tune/optimizer/schedulers/utils/simple_profiler.py
syne_tune/remote/__init__.py
syne_tune/remote/remote_launcher.py
syne_tune/remote/remote_main.py