PyPI project
optuna
100+ indexed releases ยท newest sdist 2.2.0 with 210 indexed members
Files in 2.2.0 optuna-2.2.0.tar.gz
- optuna/__init__.py
- optuna/_deprecated.py
- optuna/_experimental.py
- optuna/_imports.py
- optuna/_study_direction.py
- optuna/_study_summary.py
- optuna/cli.py
- optuna/dashboard.py
- optuna/distributions.py
- optuna/exceptions.py
- optuna/importance/__init__.py
- optuna/importance/_base.py
- optuna/importance/_fanova/__init__.py
- optuna/importance/_fanova/_evaluator.py
- optuna/importance/_fanova/_fanova.py
- optuna/importance/_fanova/_tree.py
- optuna/importance/_mean_decrease_impurity.py
- optuna/integration/__init__.py
- optuna/integration/_lightgbm_tuner/__init__.py
- optuna/integration/_lightgbm_tuner/alias.py
- optuna/integration/_lightgbm_tuner/optimize.py
- optuna/integration/_lightgbm_tuner/sklearn.py
- optuna/integration/allennlp.py
- optuna/integration/catalyst.py
- optuna/integration/chainer.py
- optuna/integration/chainermn.py
- optuna/integration/cma.py
- optuna/integration/fastai.py
- optuna/integration/keras.py
- optuna/integration/lightgbm.py
- optuna/integration/mlflow.py
- optuna/integration/mxnet.py
- optuna/integration/pytorch_ignite.py
- optuna/integration/pytorch_lightning.py
- optuna/integration/sklearn.py
- optuna/integration/skopt.py
- optuna/integration/skorch.py
- optuna/integration/tensorboard.py
- optuna/integration/tensorflow.py
- optuna/integration/tfkeras.py
- optuna/integration/xgboost.py
- optuna/logging.py
- optuna/multi_objective/__init__.py
- optuna/multi_objective/_hypervolume/__init__.py
- optuna/multi_objective/_hypervolume/base.py
- optuna/multi_objective/_hypervolume/utils.py
- optuna/multi_objective/_hypervolume/wfg.py
- optuna/multi_objective/samplers/__init__.py
- optuna/multi_objective/samplers/_adapter.py
- optuna/multi_objective/samplers/_base.py
- optuna/multi_objective/samplers/_nsga2.py
- optuna/multi_objective/samplers/_random.py
- optuna/multi_objective/study.py
- optuna/multi_objective/trial.py
- optuna/multi_objective/visualization/__init__.py
- optuna/multi_objective/visualization/_pareto_front.py
- optuna/progress_bar.py
- optuna/pruners/__init__.py
- optuna/pruners/_base.py
- optuna/pruners/_hyperband.py
- optuna/pruners/_median.py
- optuna/pruners/_nop.py
- optuna/pruners/_percentile.py
- optuna/pruners/_successive_halving.py
- optuna/pruners/_threshold.py
- optuna/samplers/__init__.py
- optuna/samplers/_base.py
- optuna/samplers/_cmaes.py
- optuna/samplers/_grid.py
- optuna/samplers/_random.py
- optuna/samplers/_search_space.py
- optuna/samplers/_tpe/__init__.py
- optuna/samplers/_tpe/multivariate_parzen_estimator.py
- optuna/samplers/_tpe/parzen_estimator.py
- optuna/samplers/_tpe/sampler.py
- optuna/storages/__init__.py
- optuna/storages/_base.py
- optuna/storages/_cached_storage.py
- optuna/storages/_in_memory.py
- optuna/storages/_rdb/__init__.py
- optuna/storages/_rdb/alembic/env.py
- optuna/storages/_rdb/alembic/versions/v0.9.0.a.py
- optuna/storages/_rdb/alembic/versions/v1.2.0.a.py
- optuna/storages/_rdb/alembic/versions/v1.3.0.a.py
- optuna/storages/_rdb/models.py
- optuna/storages/_rdb/storage.py
- optuna/storages/_redis.py
- optuna/structs.py
- optuna/study.py
- optuna/testing/__init__.py
- optuna/testing/distribution.py
- optuna/testing/integration.py
- optuna/testing/sampler.py
- optuna/testing/storage.py
- optuna/testing/visualization.py
- optuna/trial/__init__.py
- optuna/trial/_base.py
- optuna/trial/_fixed.py
- optuna/trial/_frozen.py
- optuna/trial/_state.py
- optuna/trial/_trial.py
- optuna/type_checking.py
- optuna/version.py
- optuna/visualization/__init__.py
- optuna/visualization/_contour.py
- optuna/visualization/_edf.py
- optuna/visualization/_intermediate_values.py
- optuna/visualization/_optimization_history.py
- optuna/visualization/_parallel_coordinate.py
- optuna/visualization/_param_importances.py
- optuna/visualization/_plotly_imports.py
- optuna/visualization/_slice.py
- optuna/visualization/_utils.py
- optuna/visualization/matplotlib/__init__.py
- optuna/visualization/matplotlib/_contour.py
- optuna/visualization/matplotlib/_edf.py
- optuna/visualization/matplotlib/_intermediate_values.py
- optuna/visualization/matplotlib/_matplotlib_imports.py
- optuna/visualization/matplotlib/_optimization_history.py
- optuna/visualization/matplotlib/_parallel_coordinate.py
- optuna/visualization/matplotlib/_param_importances.py
- optuna/visualization/matplotlib/_slice.py
- optuna/visualization/matplotlib/_utils.py
- setup.py
- tests/__init__.py
- tests/importance_tests/__init__.py
- tests/importance_tests/test_fanova.py
- tests/importance_tests/test_init.py
- tests/importance_tests/test_mean_decrease_impurity.py
- tests/integration_tests/__init__.py
- tests/integration_tests/allennlp_tests/__init__.py
- tests/integration_tests/allennlp_tests/test_allennlp.py
- tests/integration_tests/allennlp_tests/tiny_single_id.py
- tests/integration_tests/lightgbm_tuner_tests/__init__.py
- tests/integration_tests/lightgbm_tuner_tests/test_alias.py
- tests/integration_tests/lightgbm_tuner_tests/test_optimize.py
- tests/integration_tests/test_catalyst.py
- tests/integration_tests/test_chainer.py
- tests/integration_tests/test_chainermn.py
- tests/integration_tests/test_cma.py
- tests/integration_tests/test_fastai.py
- tests/integration_tests/test_integration.py
- tests/integration_tests/test_keras.py
- tests/integration_tests/test_lightgbm.py
- tests/integration_tests/test_mlflow.py
- tests/integration_tests/test_mxnet.py
- tests/integration_tests/test_pytorch_ignite.py
- tests/integration_tests/test_pytorch_lightning.py
- tests/integration_tests/test_sampler.py
- tests/integration_tests/test_sklearn.py
- tests/integration_tests/test_skopt.py
- tests/integration_tests/test_skorch.py
- tests/integration_tests/test_tensorboard.py
- tests/integration_tests/test_tensorflow.py
- tests/integration_tests/test_tfkeras.py
- tests/integration_tests/test_xgboost.py
- tests/multi_objective_tests/__init__.py
- tests/multi_objective_tests/hypervolume_tests/__init__.py
- tests/multi_objective_tests/hypervolume_tests/test_utils.py
- tests/multi_objective_tests/hypervolume_tests/test_wfg.py
- tests/multi_objective_tests/samplers_tests/__init__.py
- tests/multi_objective_tests/samplers_tests/test_nsga2.py
- tests/multi_objective_tests/samplers_tests/test_samplers.py
- tests/multi_objective_tests/test_study.py
- tests/multi_objective_tests/test_trial.py
- tests/multi_objective_tests/visualization_tests/__init__.py
- tests/multi_objective_tests/visualization_tests/test_pareto_front.py
- tests/pruners_tests/__init__.py
- tests/pruners_tests/test_hyperband.py
- tests/pruners_tests/test_median.py
- tests/pruners_tests/test_nop.py
- tests/pruners_tests/test_percentile.py
- tests/pruners_tests/test_successive_halving.py
- tests/pruners_tests/test_threshold.py
- tests/samplers_tests/__init__.py
- tests/samplers_tests/test_cmaes.py
- tests/samplers_tests/test_grid.py
- tests/samplers_tests/test_samplers.py
- tests/samplers_tests/tpe_tests/__init__.py
- tests/samplers_tests/tpe_tests/test_multivariate_parzen_estomator.py
- tests/samplers_tests/tpe_tests/test_parzen_estimator.py
- tests/samplers_tests/tpe_tests/test_sampler.py
- tests/storages_tests/__init__.py
- tests/storages_tests/rdb_tests/__init__.py
- tests/storages_tests/rdb_tests/test_models.py
- tests/storages_tests/rdb_tests/test_storage.py
- tests/storages_tests/rdb_tests/test_with_server.py
- tests/storages_tests/test_cached_storage.py
- tests/storages_tests/test_storages.py
- tests/test_cli.py
- tests/test_dashboard.py
- tests/test_deprecated.py
- tests/test_distributions.py
- tests/test_experimental.py
- tests/test_imports.py
- tests/test_logging.py
- tests/test_structs.py
- tests/test_study.py
- tests/test_trial.py
- tests/visualization_tests/__init__.py
- tests/visualization_tests/matplotlib_tests/__init__.py
- tests/visualization_tests/matplotlib_tests/test_edf.py
- tests/visualization_tests/test_contour.py
- tests/visualization_tests/test_edf.py
- tests/visualization_tests/test_intermediate_plot.py
- tests/visualization_tests/test_optimization_history.py
- tests/visualization_tests/test_parallel_coordinate.py
- tests/visualization_tests/test_param_importances.py
- tests/visualization_tests/test_slice.py
- tests/visualization_tests/test_utils.py
Indexed releases
- 4.9.0
optuna-4.9.0-py3-none-any.whl219 members - 4.8.0
optuna-4.8.0-py3-none-any.whl219 members - 4.7.0
optuna-4.7.0-py3-none-any.whl218 members - 4.6.0
optuna-4.6.0-py3-none-any.whl216 members - 4.5.0
optuna-4.5.0-py3-none-any.whl215 members - 4.4.0
optuna-4.4.0-py3-none-any.whl214 members - 4.3.0
optuna-4.3.0-py3-none-any.whl213 members - 4.2.1
optuna-4.2.1-py3-none-any.whl212 members - 4.2.0
optuna-4.2.0-py3-none-any.whl212 members - 4.1.0
optuna-4.1.0-py3-none-any.whl206 members - 4.0.0
optuna-4.0.0-py3-none-any.whl206 members - 4.0.0b0
optuna-4.0.0b0-py3-none-any.whl204 members - 3.6.2
optuna-3.6.2-py3-none-any.whl218 members - 3.6.1
optuna-3.6.1-py3-none-any.whl218 members - 3.6.0
optuna-3.6.0-py3-none-any.whl218 members - 3.5.1
optuna-3.5.1-py3-none-any.whl213 members - 3.5.0
optuna-3.5.0-py3-none-any.whl213 members - 3.4.1
optuna-3.4.1-py3-none-any.whl210 members - 3.4.0
optuna-3.4.0-py3-none-any.whl210 members - 3.3.0
optuna-3.3.0-py3-none-any.whl207 members - 3.2.0
optuna-3.2.0-py3-none-any.whl195 members - 3.1.1
optuna-3.1.1-py3-none-any.whl177 members - 3.1.0
optuna-3.1.0-py3-none-any.whl177 members - 3.1.0b0
optuna-3.1.0b0-py3-none-any.whl181 members - 3.0.6
optuna-3.0.6-py3-none-any.whl174 members - 3.0.5
optuna-3.0.5-py3-none-any.whl174 members - 3.0.4
optuna-3.0.4-py3-none-any.whl174 members - 3.0.3
optuna-3.0.3-py3-none-any.whl174 members - 3.0.2
optuna-3.0.2-py3-none-any.whl174 members - 3.0.1
optuna-3.0.1-py3-none-any.whl174 members - 3.0.0
optuna-3.0.0-py3-none-any.whl174 members - 3.0.0rc0
optuna-3.0.0rc0-py3-none-any.whl174 members - 3.0.0b1
optuna-3.0.0b1-py3-none-any.whl172 members - 3.0.0b0
optuna-3.0.0b0-py3-none-any.whl162 members - 3.0.0a2
optuna-3.0.0a2-py3-none-any.whl150 members - 3.0.0a1
optuna-3.0.0a1-py3-none-any.whl150 members - 3.0.0a0
optuna-3.0.0a0-py3-none-any.whl150 members - 2.10.1
optuna-2.10.1-py3-none-any.whl150 members - 2.10.0
optuna-2.10.0-py3-none-any.whl150 members - 2.9.1
optuna-2.9.1-py3-none-any.whl150 members - 2.9.0
optuna-2.9.0-py3-none-any.whl150 members - 2.8.0
optuna-2.8.0-py3-none-any.whl143 members - 2.8.0.dev0
optuna-2.8.0.dev0-py3-none-any.whl138 members - 2.7.0
optuna-2.7.0-py3-none-any.whl138 members - 2.6.0
optuna-2.6.0-py3-none-any.whl138 members - 2.5.0
optuna-2.5.0-py3-none-any.whl136 members - 2.4.0
optuna-2.4.0-py3-none-any.whl135 members - 2.2.0
optuna-2.2.0.tar.gz210 members - 2.0.0
optuna-2.0.0.tar.gz187 members - 1.5.0
optuna-1.5.0.tar.gz155 members - 1.3.0
optuna-1.3.0.tar.gz133 members - 1.1.0
optuna-1.1.0.tar.gz115 members - 0.19.0
optuna-0.19.0.tar.gz99 members - 0.18.0
optuna-0.18.0.tar.gz98 members - 0.17.0
optuna-0.17.0.tar.gz86 members - 0.15.0
optuna-0.15.0.tar.gz79 members - 0.13.0
optuna-0.13.0.tar.gz75 members - 0.11.0
optuna-0.11.0.tar.gz70 members - 0.9.0
optuna-0.9.0.tar.gz66 members - 0.7.0
optuna-0.7.0.tar.gz65 members - 0.5.0
optuna-0.5.0.tar.gz54 members - 0.0.1
optuna-0.0.1.tar.gz1 member - 4.9.0
optuna-4.9.0.tar.gz337 members - 4.8.0
optuna-4.8.0.tar.gz337 members - 4.7.0
optuna-4.7.0.tar.gz336 members - 4.6.0
optuna-4.6.0.tar.gz333 members - 4.5.0
optuna-4.5.0.tar.gz331 members - 4.4.0
optuna-4.4.0.tar.gz329 members - 4.3.0
optuna-4.3.0.tar.gz326 members - 4.2.1
optuna-4.2.1.tar.gz324 members - 4.2.0
optuna-4.2.0.tar.gz324 members - 4.1.0
optuna-4.1.0.tar.gz317 members - 4.0.0
optuna-4.0.0.tar.gz216 members - 4.0.0b0
optuna-4.0.0b0.tar.gz214 members - 3.6.2
optuna-3.6.2.tar.gz228 members - 3.6.1
optuna-3.6.1.tar.gz228 members - 3.6.0
optuna-3.6.0.tar.gz228 members - 3.5.1
optuna-3.5.1.tar.gz223 members - 3.5.0
optuna-3.5.0.tar.gz223 members - 3.4.1
optuna-3.4.1.tar.gz220 members - 3.4.0
optuna-3.4.0.tar.gz220 members - 3.3.0
optuna-3.3.0.tar.gz217 members - 3.2.0
optuna-3.2.0.tar.gz205 members - 3.1.1
optuna-3.1.1.tar.gz184 members - 3.1.0
optuna-3.1.0.tar.gz178 members - 3.1.0b0
optuna-3.1.0b0.tar.gz182 members - 3.0.6
optuna-3.0.6.tar.gz175 members - 3.0.5
optuna-3.0.5.tar.gz175 members - 3.0.4
optuna-3.0.4.tar.gz175 members - 3.0.3
optuna-3.0.3.tar.gz175 members - 3.0.2
optuna-3.0.2.tar.gz175 members - 3.0.1
optuna-3.0.1.tar.gz175 members - 3.0.0
optuna-3.0.0.tar.gz175 members - 3.0.0rc0
optuna-3.0.0rc0.tar.gz175 members - 3.0.0b1
optuna-3.0.0b1.tar.gz173 members - 3.0.0b0
optuna-3.0.0b0.tar.gz163 members - 3.0.0a2
optuna-3.0.0a2.tar.gz151 members - 3.0.0a1
optuna-3.0.0a1.tar.gz151 members - 3.0.0a0
optuna-3.0.0a0.tar.gz151 members - 2.10.1
optuna-2.10.1.tar.gz151 members
and more releases past the first 100