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dev-python/optuna

Hyperparameter optimization framework

Screenshots

  • optuna-4.9.0
    ~amd64 ~arm64
    test python_targets_python3_12 python_targets_python3_13 python_targets_python3_14 python_targets_python3_15

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  • optuna-4.8.0
    ~amd64 ~arm64
    test python_targets_python3_12 python_targets_python3_13 python_targets_python3_14 python_targets_python3_15

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    Overlay: stuff

ChangeLog

commit 83fa525800f2558cc1f749c35a29116a50e7e67f
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Wed Aug 5 10:55:05 2026 +0200

dev-python/optuna: date the test-dependency suppressions

Stamp the EPYTEST ignore/deselect set; cmaes and lupa (needed by fakeredis[lua]) are
unpackaged.

commit af5e699f33f825a966f395d87366432b39d67ef3
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Tue Aug 4 23:50:02 2026 +0200

dev-python/optuna: enable tests in 4.8.0

Run the packaged core, storage, and gRPC test suite while excluding optional integrations whose dependencies are unavailable or intentionally omitted. Add the required test dependencies and Python 3.15 support.

commit 4eb34d0881eaf7bf81fabc01a522e976c142ef7b
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Tue Aug 4 23:43:20 2026 +0200

dev-python/optuna: enable tests in 4.9.0

Run the packaged core, storage, and gRPC test suite while excluding optional integrations whose dependencies are unavailable or intentionally omitted. Add the required test dependencies and Python 3.15 support.

commit ec3d32f7bdbd3486ca277d19c6dd8bd3f4b18699
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Sat Jun 20 15:49:18 2026 +0200

dev-python/optuna: Keyword 4.8.0 for ~arm64

commit 91f3e46609835269f938016c617a873ecf29197d
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Tue Jun 16 16:41:03 2026 +0200

dev-python/optuna: Keyword 4.9.0 for ~arm64

Pure-Python (PEP517), architecture-independent.

commit 9534fb49192cf80161e28037023b5a2414200f6f
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Mon Jun 1 11:35:23 2026 +0200

dev-python/optuna: add 4.9.0

Upstream pyproject.toml dependencies unchanged vs 4.8.0.

commit fbbbc0fa61d279a7c64e80736f8dedcafeece2c7
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Sat May 16 09:58:10 2026 +0200

dev-python/optuna: new package, add 4.8.0

Define-by-run hyperparameter optimization framework. Required
runtime dep of sci-ml/pyannote-pipeline (its tunable-pipeline
abstraction sits on top of optuna).

Pure-python, multi-impl. Dep list mirrors upstream pyproject.toml
verbatim; tests restricted (heavy fixtures pulling scipy/boto3/...).