python3-optuna (4.1.0-1)
Details
Core information at a glance
- Distribution
- debian
- Origin
- debian-sid
- Repository
- https://deb.debian.org/debian
- Codename
- sid
- Component
- main
- Source
- optuna
- Architecture
- s390x
- Section
- python
- Priority
- optional
- Maintainer
- Gard Spreemann <[email protected]>
Size & integrity
Byte sizes and integrity verification
- Installed size
- 1.3 kB
- Size expected
- 195.6 kB
- Size actual
- 195.6 kB
- Size match
Dependencies
Required package dependencies
Suggested packages
Recommended additional packages
Description
Hyperparameter optimization framework
Tags
Package classification tags
None
Checksums
Hash values and integrity verification status
| Type | Actual | Match |
|---|---|---|
| MD5 | 518002e6…053fdf2e | |
| SHA-1 | 18264264…8a76cc31 | |
| SHA-256 | 357c5d1e…7afa8dfe | |
| SHA-512 | 77c7a9cd…3a84b8b1 |
Contents
Files and directories included
. usr usr/bin usr/bin/optuna usr/lib usr/lib/python3 usr/lib/python3/dist-packages usr/lib/python3/dist-packages/optuna usr/lib/python3/dist-packages/optuna/__init__.py usr/lib/python3/dist-packages/optuna/_callbacks.py usr/lib/python3/dist-packages/optuna/_convert_positional_args.py usr/lib/python3/dist-packages/optuna/_deprecated.py usr/lib/python3/dist-packages/optuna/_experimental.py usr/lib/python3/dist-packages/optuna/_gp usr/lib/python3/dist-packages/optuna/_gp/__init__.py usr/lib/python3/dist-packages/optuna/_gp/acqf.py usr/lib/python3/dist-packages/optuna/_gp/gp.py usr/lib/python3/dist-packages/optuna/_gp/optim_mixed.py usr/lib/python3/dist-packages/optuna/_gp/optim_sample.py usr/lib/python3/dist-packages/optuna/_gp/prior.py usr/lib/python3/dist-packages/optuna/_gp/search_space.py usr/lib/python3/dist-packages/optuna/_hypervolume usr/lib/python3/dist-packages/optuna/_hypervolume/__init__.py usr/lib/python3/dist-packages/optuna/_hypervolume/hssp.py usr/lib/python3/dist-packages/optuna/_hypervolume/wfg.py usr/lib/python3/dist-packages/optuna/_imports.py usr/lib/python3/dist-packages/optuna/_transform.py usr/lib/python3/dist-packages/optuna/_typing.py usr/lib/python3/dist-packages/optuna/artifacts usr/lib/python3/dist-packages/optuna/artifacts/__init__.py usr/lib/python3/dist-packages/optuna/artifacts/_backoff.py usr/lib/python3/dist-packages/optuna/artifacts/_boto3.py usr/lib/python3/dist-packages/optuna/artifacts/_download.py usr/lib/python3/dist-packages/optuna/artifacts/_filesystem.py usr/lib/python3/dist-packages/optuna/artifacts/_gcs.py usr/lib/python3/dist-packages/optuna/artifacts/_list_artifact_meta.py usr/lib/python3/dist-packages/optuna/artifacts/_protocol.py usr/lib/python3/dist-packages/optuna/artifacts/_upload.py usr/lib/python3/dist-packages/optuna/artifacts/exceptions.py usr/lib/python3/dist-packages/optuna/cli.py usr/lib/python3/dist-packages/optuna/distributions.py usr/lib/python3/dist-packages/optuna/exceptions.py usr/lib/python3/dist-packages/optuna/importance usr/lib/python3/dist-packages/optuna/importance/__init__.py usr/lib/python3/dist-packages/optuna/importance/_base.py usr/lib/python3/dist-packages/optuna/importance/_fanova usr/lib/python3/dist-packages/optuna/importance/_fanova/__init__.py usr/lib/python3/dist-packages/optuna/importance/_fanova/_evaluator.py usr/lib/python3/dist-packages/optuna/importance/_fanova/_fanova.py usr/lib/python3/dist-packages/optuna/importance/_fanova/_tree.py usr/lib/python3/dist-packages/optuna/importance/_mean_decrease_impurity.py usr/lib/python3/dist-packages/optuna/importance/_ped_anova usr/lib/python3/dist-packages/optuna/importance/_ped_anova/__init__.py usr/lib/python3/dist-packages/optuna/importance/_ped_anova/evaluator.py usr/lib/python3/dist-packages/optuna/importance/_ped_anova/scott_parzen_estimator.py usr/lib/python3/dist-packages/optuna/integration usr/lib/python3/dist-packages/optuna/integration/__init__.py usr/lib/python3/dist-packages/optuna/integration/allennlp usr/lib/python3/dist-packages/optuna/integration/allennlp/__init__.py usr/lib/python3/dist-packages/optuna/integration/botorch.py usr/lib/python3/dist-packages/optuna/integration/catboost.py usr/lib/python3/dist-packages/optuna/integration/chainer.py usr/lib/python3/dist-packages/optuna/integration/chainermn.py usr/lib/python3/dist-packages/optuna/integration/cma.py usr/lib/python3/dist-packages/optuna/integration/dask.py usr/lib/python3/dist-packages/optuna/integration/fastaiv2.py usr/lib/python3/dist-packages/optuna/integration/keras.py usr/lib/python3/dist-packages/optuna/integration/lightgbm.py usr/lib/python3/dist-packages/optuna/integration/mlflow.py usr/lib/python3/dist-packages/optuna/integration/mxnet.py usr/lib/python3/dist-packages/optuna/integration/pytorch_distributed.py usr/lib/python3/dist-packages/optuna/integration/pytorch_ignite.py usr/lib/python3/dist-packages/optuna/integration/pytorch_lightning.py usr/lib/python3/dist-packages/optuna/integration/shap.py usr/lib/python3/dist-packages/optuna/integration/sklearn.py usr/lib/python3/dist-packages/optuna/integration/skorch.py usr/lib/python3/dist-packages/optuna/integration/tensorboard.py usr/lib/python3/dist-packages/optuna/integration/tensorflow.py usr/lib/python3/dist-packages/optuna/integration/tfkeras.py usr/lib/python3/dist-packages/optuna/integration/wandb.py usr/lib/python3/dist-packages/optuna/integration/xgboost.py usr/lib/python3/dist-packages/optuna/logging.py usr/lib/python3/dist-packages/optuna/multi_objective usr/lib/python3/dist-packages/optuna/multi_objective/__init__.py usr/lib/python3/dist-packages/optuna/progress_bar.py usr/lib/python3/dist-packages/optuna/pruners usr/lib/python3/dist-packages/optuna/pruners/__init__.py usr/lib/python3/dist-packages/optuna/pruners/_base.py usr/lib/python3/dist-packages/optuna/pruners/_hyperband.py usr/lib/python3/dist-packages/optuna/pruners/_median.py usr/lib/python3/dist-packages/optuna/pruners/_nop.py usr/lib/python3/dist-packages/optuna/pruners/_patient.py usr/lib/python3/dist-packages/optuna/pruners/_percentile.py usr/lib/python3/dist-packages/optuna/pruners/_successive_halving.py usr/lib/python3/dist-packages/optuna/pruners/_threshold.py usr/lib/python3/dist-packages/optuna/pruners/_wilcoxon.py usr/lib/python3/dist-packages/optuna/py.typed usr/lib/python3/dist-packages/optuna/samplers usr/lib/python3/dist-packages/optuna/samplers/__init__.py usr/lib/python3/dist-packages/optuna/samplers/_base.py usr/lib/python3/dist-packages/optuna/samplers/_brute_force.py usr/lib/python3/dist-packages/optuna/samplers/_cmaes.py usr/lib/python3/dist-packages/optuna/samplers/_gp usr/lib/python3/dist-packages/optuna/samplers/_gp/__init__.py usr/lib/python3/dist-packages/optuna/samplers/_gp/sampler.py usr/lib/python3/dist-packages/optuna/samplers/_grid.py usr/lib/python3/dist-packages/optuna/samplers/_lazy_random_state.py usr/lib/python3/dist-packages/optuna/samplers/_nsgaiii usr/lib/python3/dist-packages/optuna/samplers/_nsgaiii/__init__.py usr/lib/python3/dist-packages/optuna/samplers/_nsgaiii/_elite_population_selection_strategy.py usr/lib/python3/dist-packages/optuna/samplers/_nsgaiii/_sampler.py usr/lib/python3/dist-packages/optuna/samplers/_partial_fixed.py usr/lib/python3/dist-packages/optuna/samplers/_qmc.py usr/lib/python3/dist-packages/optuna/samplers/_random.py usr/lib/python3/dist-packages/optuna/samplers/_tpe usr/lib/python3/dist-packages/optuna/samplers/_tpe/__init__.py usr/lib/python3/dist-packages/optuna/samplers/_tpe/_erf.py usr/lib/python3/dist-packages/optuna/samplers/_tpe/_truncnorm.py usr/lib/python3/dist-packages/optuna/samplers/_tpe/parzen_estimator.py usr/lib/python3/dist-packages/optuna/samplers/_tpe/probability_distributions.py usr/lib/python3/dist-packages/optuna/samplers/_tpe/sampler.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii usr/lib/python3/dist-packages/optuna/samplers/nsgaii/__init__.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_after_trial_strategy.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_child_generation_strategy.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_constraints_evaluation.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossover.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/__init__.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_base.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_blxalpha.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_sbx.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_spx.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_undx.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_uniform.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_crossovers/_vsbx.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_elite_population_selection_strategy.py usr/lib/python3/dist-packages/optuna/samplers/nsgaii/_sampler.py usr/lib/python3/dist-packages/optuna/search_space usr/lib/python3/dist-packages/optuna/search_space/__init__.py usr/lib/python3/dist-packages/optuna/search_space/group_decomposed.py usr/lib/python3/dist-packages/optuna/search_space/intersection.py usr/lib/python3/dist-packages/optuna/storages usr/lib/python3/dist-packages/optuna/storages/__init__.py usr/lib/python3/dist-packages/optuna/storages/_base.py usr/lib/python3/dist-packages/optuna/storages/_cached_storage.py usr/lib/python3/dist-packages/optuna/storages/_callbacks.py usr/lib/python3/dist-packages/optuna/storages/_heartbeat.py usr/lib/python3/dist-packages/optuna/storages/_in_memory.py usr/lib/python3/dist-packages/optuna/storages/_rdb usr/lib/python3/dist-packages/optuna/storages/_rdb/__init__.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/env.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/script.py.mako usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v0.9.0.a.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v1.2.0.a.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v1.3.0.a.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v2.4.0.a.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v2.6.0.a_.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v3.0.0.a.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v3.0.0.b.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v3.0.0.c.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v3.0.0.d.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic/versions/v3.2.0.a_.py usr/lib/python3/dist-packages/optuna/storages/_rdb/alembic.ini usr/lib/python3/dist-packages/optuna/storages/_rdb/models.py usr/lib/python3/dist-packages/optuna/storages/_rdb/storage.py usr/lib/python3/dist-packages/optuna/storages/journal usr/lib/python3/dist-packages/optuna/storages/journal/__init__.py usr/lib/python3/dist-packages/optuna/storages/journal/_base.py usr/lib/python3/dist-packages/optuna/storages/journal/_file.py usr/lib/python3/dist-packages/optuna/storages/journal/_redis.py usr/lib/python3/dist-packages/optuna/storages/journal/_storage.py usr/lib/python3/dist-packages/optuna/study usr/lib/python3/dist-packages/optuna/study/__init__.py usr/lib/python3/dist-packages/optuna/study/_constrained_optimization.py usr/lib/python3/dist-packages/optuna/study/_dataframe.py usr/lib/python3/dist-packages/optuna/study/_frozen.py usr/lib/python3/dist-packages/optuna/study/_multi_objective.py usr/lib/python3/dist-packages/optuna/study/_optimize.py usr/lib/python3/dist-packages/optuna/study/_study_direction.py usr/lib/python3/dist-packages/optuna/study/_study_summary.py usr/lib/python3/dist-packages/optuna/study/_tell.py usr/lib/python3/dist-packages/optuna/study/study.py usr/lib/python3/dist-packages/optuna/terminator usr/lib/python3/dist-packages/optuna/terminator/__init__.py usr/lib/python3/dist-packages/optuna/terminator/callback.py usr/lib/python3/dist-packages/optuna/terminator/erroreval.py usr/lib/python3/dist-packages/optuna/terminator/improvement usr/lib/python3/dist-packages/optuna/terminator/improvement/__init__.py usr/lib/python3/dist-packages/optuna/terminator/improvement/emmr.py usr/lib/python3/dist-packages/optuna/terminator/improvement/evaluator.py usr/lib/python3/dist-packages/optuna/terminator/median_erroreval.py usr/lib/python3/dist-packages/optuna/terminator/terminator.py usr/lib/python3/dist-packages/optuna/testing usr/lib/python3/dist-packages/optuna/testing/__init__.py usr/lib/python3/dist-packages/optuna/testing/distributions.py usr/lib/python3/dist-packages/optuna/testing/objectives.py usr/lib/python3/dist-packages/optuna/testing/pruners.py usr/lib/python3/dist-packages/optuna/testing/samplers.py usr/lib/python3/dist-packages/optuna/testing/storages.py usr/lib/python3/dist-packages/optuna/testing/tempfile_pool.py usr/lib/python3/dist-packages/optuna/testing/threading.py usr/lib/python3/dist-packages/optuna/testing/trials.py usr/lib/python3/dist-packages/optuna/testing/visualization.py usr/lib/python3/dist-packages/optuna/trial usr/lib/python3/dist-packages/optuna/trial/__init__.py usr/lib/python3/dist-packages/optuna/trial/_base.py usr/lib/python3/dist-packages/optuna/trial/_fixed.py usr/lib/python3/dist-packages/optuna/trial/_frozen.py usr/lib/python3/dist-packages/optuna/trial/_state.py usr/lib/python3/dist-packages/optuna/trial/_trial.py usr/lib/python3/dist-packages/optuna/version.py usr/lib/python3/dist-packages/optuna/visualization usr/lib/python3/dist-packages/optuna/visualization/__init__.py usr/lib/python3/dist-packages/optuna/visualization/_contour.py usr/lib/python3/dist-packages/optuna/visualization/_edf.py usr/lib/python3/dist-packages/optuna/visualization/_hypervolume_history.py usr/lib/python3/dist-packages/optuna/visualization/_intermediate_values.py usr/lib/python3/dist-packages/optuna/visualization/_optimization_history.py usr/lib/python3/dist-packages/optuna/visualization/_parallel_coordinate.py usr/lib/python3/dist-packages/optuna/visualization/_param_importances.py usr/lib/python3/dist-packages/optuna/visualization/_pareto_front.py usr/lib/python3/dist-packages/optuna/visualization/_plotly_imports.py usr/lib/python3/dist-packages/optuna/visualization/_rank.py usr/lib/python3/dist-packages/optuna/visualization/_slice.py usr/lib/python3/dist-packages/optuna/visualization/_terminator_improvement.py usr/lib/python3/dist-packages/optuna/visualization/_timeline.py usr/lib/python3/dist-packages/optuna/visualization/_utils.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib usr/lib/python3/dist-packages/optuna/visualization/matplotlib/__init__.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_contour.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_edf.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_hypervolume_history.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_intermediate_values.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_matplotlib_imports.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_optimization_history.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_parallel_coordinate.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_param_importances.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_pareto_front.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_rank.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_slice.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_terminator_improvement.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_timeline.py usr/lib/python3/dist-packages/optuna/visualization/matplotlib/_utils.py usr/lib/python3/dist-packages/optuna-4.1.0.dist-info usr/lib/python3/dist-packages/optuna-4.1.0.dist-info/INSTALLER usr/lib/python3/dist-packages/optuna-4.1.0.dist-info/METADATA usr/lib/python3/dist-packages/optuna-4.1.0.dist-info/WHEEL usr/lib/python3/dist-packages/optuna-4.1.0.dist-info/entry_points.txt usr/lib/python3/dist-packages/optuna-4.1.0.dist-info/top_level.txt usr/share usr/share/doc usr/share/doc/python3-optuna usr/share/doc/python3-optuna/changelog.Debian.gz usr/share/doc/python3-optuna/copyright