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| author | Kurt Jaeger <pi@FreeBSD.org> | 2021-01-01 10:06:27 +0000 |
|---|---|---|
| committer | Kurt Jaeger <pi@FreeBSD.org> | 2021-01-01 10:06:27 +0000 |
| commit | 548f16bd1a2915f08878b716eed92ff3267e6de2 (patch) | |
| tree | 4c4495a69f218c342b2b80557cc43c71e81dee7a /math/py-optuna | |
| parent | 133905cbe53f6fd80c310a19664cf284d3e5914f (diff) | |
| download | ports-548f16bd1a2915f08878b716eed92ff3267e6de2.tar.gz ports-548f16bd1a2915f08878b716eed92ff3267e6de2.zip | |
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>
Notes
Notes:
svn path=/head/; revision=559821
Diffstat (limited to 'math/py-optuna')
| -rw-r--r-- | math/py-optuna/Makefile | 32 | ||||
| -rw-r--r-- | math/py-optuna/distinfo | 3 | ||||
| -rw-r--r-- | math/py-optuna/files/pkg-message.in | 9 | ||||
| -rw-r--r-- | math/py-optuna/pkg-descr | 7 |
4 files changed, 51 insertions, 0 deletions
diff --git a/math/py-optuna/Makefile b/math/py-optuna/Makefile new file mode 100644 index 000000000000..ec73636a229d --- /dev/null +++ b/math/py-optuna/Makefile @@ -0,0 +1,32 @@ +# $FreeBSD$ + +PORTNAME= optuna +DISTVERSION= 2.3.0 +CATEGORIES= math # machine-learning +MASTER_SITES= CHEESESHOP +PKGNAMEPREFIX= ${PYTHON_PKGNAMEPREFIX} + +MAINTAINER= neel@neelc.org +COMMENT= Hyperparameter optimization framework + +LICENSE= MIT +LICENSE_FILE= ${WRKSRC}/LICENSE + +RUN_DEPENDS= ${PYTHON_PKGNAMEPREFIX}alembic>0:databases/py-alembic@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}cliff>0:devel/py-cliff@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}cmaes>0:math/py-cmaes@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}colorlog>0:devel/py-colorlog@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}joblib>0:devel/py-joblib@${PY_FLAVOR} \ + ${PYNUMPY} \ + ${PYTHON_PKGNAMEPREFIX}packaging>0:devel/py-packaging@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}scipy>0:science/py-scipy@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}sqlalchemy12>0:databases/py-sqlalchemy12@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}tqdm>0:misc/py-tqdm@${PY_FLAVOR} + +USES= python:3.6+ +USE_PYTHON= autoplist distutils + +NO_ARCH= yes +SUB_FILES= pkg-message + +.include <bsd.port.mk> diff --git a/math/py-optuna/distinfo b/math/py-optuna/distinfo new file mode 100644 index 000000000000..359c37b4b112 --- /dev/null +++ b/math/py-optuna/distinfo @@ -0,0 +1,3 @@ +TIMESTAMP = 1608953168 +SHA256 (optuna-2.3.0.tar.gz) = 876dad2e4d9f3b368f573c0c49724ce5f3b9abfcb14dde6a5ad1b427e73e6a2e +SIZE (optuna-2.3.0.tar.gz) = 258631 diff --git a/math/py-optuna/files/pkg-message.in b/math/py-optuna/files/pkg-message.in new file mode 100644 index 000000000000..cd438590cdea --- /dev/null +++ b/math/py-optuna/files/pkg-message.in @@ -0,0 +1,9 @@ +[ +{ type: install + message: <<EOM +There is no Tensorflow port currently in FreeBSD ports tree that is required +by Keras by default. To make Keras work with Theano backend, one needs to modify +theirs $HOME/.keras/keras.json file and set "backend" option to "theano". +EOM +} +] diff --git a/math/py-optuna/pkg-descr b/math/py-optuna/pkg-descr new file mode 100644 index 000000000000..91ea094994d1 --- /dev/null +++ b/math/py-optuna/pkg-descr @@ -0,0 +1,7 @@ +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/ |