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python-optuna
A hyperparameter optimization framework
- Current
- 4.8.0
- Candidate
- 5.0.0
- License
- MIT
RuntimeDeps
| Dependency | Observed source | Current requirement | Candidate requirement |
|---|---|---|---|
1.18.4 | |||
6.10.1 | |||
2.4.6 | |||
25.0 | |||
6.0.3 | |||
2.0.49 | |||
4.67.3 | |||
3.14.9 |
Optional RuntimeDeps
| Dependency | Observed source | Current requirement | Candidate requirement |
|---|---|---|---|
aseUnmapped | — | ||
1.43.115 | |||
cmaesUnmapped | — | ||
2.35.1 | Not observed | ||
fvcoreUnmapped | — | ||
3.14.1 | |||
3.4.0 | |||
3.4.0 | Not observed | ||
grpcioUnmapped | — | ||
grpcioUnmapped | — | Not observed | |
kaleidoUnmapped | — | ||
kaleidoUnmapped | — | Not observed | |
lightgbmUnmapped | — | ||
3.11.0 | |||
5.2.1 | Not observed | ||
1.19.1 | Not observed | ||
mypy_boto3_s3Unmapped | — | Not observed | |
3.0.1 | |||
13.0.0 | |||
plotlyUnmapped | — | ||
plotlyUnmapped | — | ||
7.35.1 | |||
7.35.1 | Not observed | ||
9.0.3 | Not observed | ||
3.8.0 | Not observed | ||
7.4.0 | |||
ruffUnmapped | — | Not observed | |
1.8.0 | |||
1.8.0 | |||
1.17.1 | |||
1.17.1 | Not observed | ||
scipy-stubsUnmapped | — | Not observed | |
9.1.0 | |||
sphinx-copybuttonUnmapped | — | ||
sphinx-galleryUnmapped | — | ||
sphinx-notfound-pageUnmapped | — | ||
sphinx_rtd_themeUnmapped | — | ||
2.13.0 | |||
2.13.0 | Not observed | ||
0.28.0 | |||
6.0.12.20260518 | Not observed | ||
types-redisUnmapped | — | Not observed | |
80.10.0.20260124 | Not observed | ||
types-tqdmUnmapped | — | Not observed | |
4.16.0 | Not observed |
Dependency conditions
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "document"extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "document"extra == "optional"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- python_version >= "3.10" and extra == "checking"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "document"extra == "optional"
- Applies when (any)
- extra == "test"
- Applies when (any)
- extra == "document"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "checking"
- Applies when (any)
- extra == "checking"
Description
Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning.
Changelog
PR · 1
Checks
| Monitor | Observation | Last checked |
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Not configured No reliable monitor identity/configuration. | — | |
Metadata unavailable Comparable SPDX license expressions are missing; free text and RPM aggregate License are not compared. | Last attempted | |
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Checked Current source component only; local patches, build options, bundled dependencies and binary artifacts are not evaluated. | ||
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