piwheels

optuna

A hyperparameter optimization framework

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install optuna

Dependencies

• colorlog
• tqdm
• pyyaml
• sqlalchemy
• numpy
• packaging
• alembic

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
4.6.0	2025-11-10
optuna-4.6.0-py3-none-any.whl (395 KB)
4.5.0	2025-08-18
optuna-4.5.0-py3-none-any.whl (391 KB)
4.4.0	2025-06-16
optuna-4.4.0-py3-none-any.whl (387 KB)
4.3.0	2025-04-14
optuna-4.3.0-py3-none-any.whl (378 KB)
4.2.1	2025-02-12
optuna-4.2.1-py3-none-any.whl (375 KB)
4.2.0	2025-01-20
optuna-4.2.0-py3-none-any.whl (374 KB)
4.1.0	2024-11-12
optuna-4.1.0-py3-none-any.whl (356 KB)
4.0.0	2024-09-02
optuna-4.0.0-py3-none-any.whl (354 KB)
4.0.0b0 pre-release	2024-07-16
optuna-4.0.0b0-py3-none-any.whl (354 KB)
3.6.2	2025-01-27
optuna-3.6.2-py3-none-any.whl (371 KB)
3.6.1	2024-04-01
optuna-3.6.1-py3-none-any.whl (371 KB)
3.6.0	2024-03-18
optuna-3.6.0-py3-none-any.whl (371 KB)
3.5.1	2025-01-27
optuna-3.5.1-py3-none-any.whl (404 KB)
3.5.0	2023-12-11
optuna-3.5.0-py3-none-any.whl (404 KB)
3.4.1	2025-01-27
optuna-3.4.1-py3-none-any.whl (400 KB)
3.4.0	2023-10-17
optuna-3.4.0-py3-none-any.whl (400 KB)
3.3.0	2023-08-07
optuna-3.3.0-py3-none-any.whl (395 KB)
3.2.0	2023-05-30
optuna-3.2.0-py3-none-any.whl (381 KB)
3.1.1	2023-04-07
optuna-3.1.1-py3-none-any.whl (357 KB)
3.1.0	2023-01-18
optuna-3.1.0-py3-none-any.whl (357 KB)
3.1.0b0 pre-release	2022-12-22
optuna-3.1.0b0-py3-none-any.whl (350 KB)
3.0.6	2023-03-09
optuna-3.0.6-py3-none-any.whl (337 KB)
3.0.5	2022-12-19
optuna-3.0.5-py3-none-any.whl (337 KB)
3.0.4	2022-12-01
optuna-3.0.4-py3-none-any.whl (337 KB)
3.0.3	2022-10-11
optuna-3.0.3-py3-none-any.whl (337 KB)
3.0.2	2022-09-15
optuna-3.0.2-py3-none-any.whl (337 KB)
3.0.1	2022-09-08
optuna-3.0.1-py3-none-any.whl (337 KB)
3.0.0	2022-08-29
optuna-3.0.0-py3-none-any.whl (337 KB)
3.0.0rc0 pre-release	2022-08-08
optuna-3.0.0rc0-py3-none-any.whl (337 KB)
3.0.0b1 pre-release	2022-06-06
optuna-3.0.0b1-py3-none-any.whl (333 KB)
3.0.0b0 pre-release	2022-04-12
optuna-3.0.0b0-py3-none-any.whl (326 KB)
3.0.0a2 pre-release	2022-02-14
optuna-3.0.0a2-py3-none-any.whl (313 KB)
3.0.0a1 pre-release	2022-02-07
optuna-3.0.0a1-py3-none-any.whl (313 KB)
3.0.0a0 pre-release	2021-12-06
optuna-3.0.0a0-py3-none-any.whl (307 KB)
2.10.1	2022-06-13
optuna-2.10.1-py3-none-any.whl (301 KB)
2.10.0	2021-10-04
optuna-2.10.0-py3-none-any.whl (301 KB)
2.9.1	2021-08-03
optuna-2.9.1-py3-none-any.whl (296 KB)
2.9.0	2021-08-02
optuna-2.9.0-py3-none-any.whl (296 KB)
2.8.0	2021-06-07
optuna-2.8.0-py3-none-any.whl (295 KB)
2.8.0.dev0 pre-release	2021-04-05
optuna-2.8.0.dev0-py3-none-any.whl (287 KB)
2.7.0	2021-04-05
optuna-2.7.0-py3-none-any.whl (287 KB)
2.6.0	2021-03-08
optuna-2.6.0-py3-none-any.whl (286 KB)
2.5.0	2021-02-01
optuna-2.5.0-py3-none-any.whl (281 KB)
2.4.0	2021-01-12
optuna-2.4.0-py3-none-any.whl (276 KB)
2.3.0	2020-11-04
optuna-2.3.0-py3-none-any.whl (351 KB)
2.2.0	2020-10-05
optuna-2.2.0-py3-none-any.whl (333 KB)
2.1.0	2020-09-07
optuna-2.1.0-py3-none-any.whl (313 KB)
2.0.0	2020-07-29
optuna-2.0.0-py3-none-any.whl (309 KB)
2.0.0rc0 pre-release	2020-07-06
optuna-2.0.0rc0-py3-none-any.whl (302 KB)
1.5.0	2020-06-01
optuna-1.5.0-py3-none-any.whl (272 KB)
1.4.0	2020-05-11
optuna-1.4.0-py3-none-any.whl (251 KB)
1.3.0	2020-04-02
optuna-1.3.0-py3-none-any.whl (218 KB)
1.2.0	2020-03-05
optuna-1.2.0-py3-none-any.whl (202 KB)
1.1.0	2020-02-06
optuna-1.1.0-py3-none-any.whl (185 KB)
1.0.0	2020-01-14
optuna-1.0.0-py3-none-any.whl (180 KB)
0.19.0	2019-11-18
optuna-0.19.0-py3-none-any.whl (166 KB)
0.18.1	2019-11-08
optuna-0.18.1-py3-none-any.whl (161 KB)
0.18.0	2019-11-07
optuna-0.18.0-py3-none-any.whl (161 KB)
0.17.1	2019-10-15
optuna-0.17.1-py3-none-any.whl (142 KB)
0.17.0	2019-10-11
optuna-0.17.0-py3-none-any.whl (141 KB)
0.16.0	2019-09-12
optuna-0.16.0-py3-none-any.whl (126 KB)
0.15.0	2019-08-29
optuna-0.15.0-py3-none-any.whl (126 KB)
0.14.0	2019-08-01
optuna-0.14.0-py3-none-any.whl (123 KB)
0.13.0	2019-07-04
optuna-0.13.0-py3-none-any.whl (114 KB)
0.12.0	2019-06-06
optuna-0.12.0-py3-none-any.whl (104 KB)
0.11.0	2019-05-23
optuna-0.11.0-py3-none-any.whl (101 KB)
0.10.0	2019-04-22
optuna-0.10.0-py3-none-any.whl (98 KB)
0.9.0	2019-03-19
optuna-0.9.0-py3-none-any.whl (89 KB)
0.8.0	2019-02-26
optuna-0.8.0-py3-none-any.whl (83 KB)
0.7.0	2019-01-24
optuna-0.7.0-py3-none-any.whl (82 KB)
0.6.0	2019-01-10
optuna-0.6.0-py3-none-any.whl (78 KB)
0.5.0	2018-12-14
optuna-0.5.0-py3-none-any.whl (71 KB)
0.4.0	2018-12-03
optuna-0.4.0-py3-none-any.whl (69 KB)
0.0.1	2018-10-19
optuna-0.0.1-py3-none-any.whl (1009 B)

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