Package data summary

optuna 4.9.0 package intelligence

A hyperparameter optimization framework

pip install optuna

Current version
4.9.0
Python requirement
>=3.9
License
MIT License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
890.0 KiB
Release history
78 releases with files
Median release cadence
29 days

optuna dependencies

PyPI declares 37 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. alembic >=1.5.0
  2. colorlog
  3. numpy
  4. packaging >=20.0
  5. sqlalchemy >=1.4.2
  6. tqdm
  7. PyYAML

The compact report shows 12 of 37 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

optuna publishes 1 wheel and 1 source archive for version 4.9.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.14, 3.9.

Security snapshot for optuna 4.9.0

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Packages that depend on optuna

deps.dev reports 793 direct and 1242 total known dependents for version 4.9.0, checked on .

Release activity and sources

PyPI lists 78 releases with files. The first dated release is ; 6 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .