optuna 4.7.0_1

misc/py-optuna

Hyperparameter optimization framework

Category: misc
Maintainer: yuri@FreeBSD.org
WWW: https://optuna.org/
License: MIT
USES: python

Description

Optuna is an automatic hyperparameter optimization software framework,
particularly designed for machine learning. It features an imperative,
define-by-run style user API. Thanks to our define-by-run API, the code written
with Optuna enjoys high modularity, and the user of Optuna can dynamically
construct the search spaces for the hyperparameters.

Dependencies

build devel/py-build
build devel/py-installer
build devel/py-setuptools
build devel/py-wheel
build lang/python311
run databases/py-alembic
run databases/py-sqlalchemy20
run devel/py-colorlog
run devel/py-packaging
run devel/py-pyyaml
run lang/python311
run math/py-numpy1
run misc/py-tqdm

Commit History

may be incomplete — full history at freebsd-ports on GitHub

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