py-optuna Hyperparameter optimization framework

2.4.0 math =0 Version of this port present on the latest quarterly branch.

Maintainer: nc@FreeBSD.org

Port Added: 2021-01-01 10:06:34

Last Update: 2021-01-16 16:38:24

SVN Revision: 561735

License: MIT

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. WWW: https://optuna.org/

SVNWeb : Homepage

There is no configure plist information for this port.

• ${PYTHON_PKGNAMEPREFIX}optuna>0:math/py-optuna@${PY_FLAVOR}

To install the port: cd /usr/ports/math/py-optuna/ && make install clean

To add the package: pkg install py37-optuna

PKGNAME: py37-optuna

Package flavors (<flavor>: <package>)

• py37: py37-optuna

distinfo:

TIMESTAMP = 1610558254 SHA256 (optuna-2.4.0.tar.gz) = 336bea096e2fad39fac270f358c6448aedd3a176eef58770374e3f5aed24e342 SIZE (optuna-2.4.0.tar.gz) = 205301

Dependencies

NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.

Build dependencies:

1. py37-setuptools>0 : devel/py-setuptools@py37
2. python3.7 : lang/python37

Runtime dependencies:

1. py37-alembic>0 : databases/py-alembic@py37
2. py37-cliff>0 : devel/py-cliff@py37
3. py37-cmaes>0 : math/py-cmaes@py37
4. py37-colorlog>0 : devel/py-colorlog@py37
5. py37-joblib>0 : devel/py-joblib@py37
6. py37-numpy>=1.16,1<1.20,1 : math/py-numpy@py37
7. py37-packaging>0 : devel/py-packaging@py37
8. py37-scipy>0 : science/py-scipy@py37
9. py37-sqlalchemy12>0 : databases/py-sqlalchemy12@py37
10. py37-tqdm>0 : misc/py-tqdm@py37
11. py37-setuptools>0 : devel/py-setuptools@py37
12. python3.7 : lang/python37

There are no ports dependent upon this port

Configuration Options

No options to configure

USES:

python:3.6+

Master Sites:

Expand this list (2 items)

Collapse this list.
1. https://files.pythonhosted.org/packages/source/o/optuna/
2. https://pypi.org/packages/source/o/optuna/
Collapse this list.

• 2017-11-30

  Affects: */py*

  Author: mat@FreeBSD.org

  Reason: 
    Ports using Python via USES=python are now flavored.  All the py3-* ports
    have been removed and folded into their py-* master ports.
  
    People using Poudriere 3.2+ and binary packages do not have to do anything.
  
    For other people, to build the Python 3.6 version of, for example,
    databases/py-gdbm, you need to run:
  
      # make FLAVOR=py36 install
  
  

math/py-optuna: Update to 2.4.0

Changes: https://github.com/optuna/optuna/releases/tag/v2.4.0

Reviewed by:		0mp (mentor)
Approved by:		0mp (mentor)
Differential Revision:	https://reviews.freebsd.org/D28145

Set MAINTAINER of my ports to my FreeBSD handle (nc@).

Reviewed by:		0mp (mentor)
Approved by:		0mp (mentor)
Differential Revision:	https://reviews.freebsd.org/D27966

graphics/py-box2d-py, math/py-cmaes, math/py-optuna: remove pkg-message.in

PR:		252342
Submitted by:	Neel Chauhan <neel@neelc.org> (maintainer)

New port: math/py-optuna: A hyperparameter optimization framework

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.

WWW: https://optuna.org/

PR:		252151
Submitted by:	Neel Chauhan <neel@neelc.org>

9 vulnerabilities affecting 70 ports have been reported in the past 14 days

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Last updated:
2021-01-26 20:33:26