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authorYuri Victorovich <yuri@FreeBSD.org>2024-06-24 02:08:34 +0000
committerYuri Victorovich <yuri@FreeBSD.org>2024-06-24 02:08:34 +0000
commit10dfaae369a6257f530aa0e2ee0625b12687e980 (patch)
tree8e2033cffd656202b0410eeb28fe157d3dc301fd
parentc7aa8f609e2efb400482d5631a9fc5e4ea6f685e (diff)
downloadports-10dfaae369a6257f530aa0e2ee0625b12687e980.tar.gz
ports-10dfaae369a6257f530aa0e2ee0625b12687e980.zip
misc/py-optuna: New port: Hyperparameter optimization framework
-rw-r--r--misc/Makefile1
-rw-r--r--misc/py-optuna/Makefile36
-rw-r--r--misc/py-optuna/distinfo3
-rw-r--r--misc/py-optuna/pkg-descr5
4 files changed, 45 insertions, 0 deletions
diff --git a/misc/Makefile b/misc/Makefile
index b4014c5cf184..cdc75b66cada 100644
--- a/misc/Makefile
+++ b/misc/Makefile
@@ -462,6 +462,7 @@
SUBDIR += py-openpaperwork-core
SUBDIR += py-openpaperwork-gtk
SUBDIR += py-openvdb
+ SUBDIR += py-optuna
SUBDIR += py-orange3-associate
SUBDIR += py-orange3-datafusion
SUBDIR += py-orange3-educational
diff --git a/misc/py-optuna/Makefile b/misc/py-optuna/Makefile
new file mode 100644
index 000000000000..937ea459fe3f
--- /dev/null
+++ b/misc/py-optuna/Makefile
@@ -0,0 +1,36 @@
+PORTNAME= optuna
+DISTVERSION= 3.6.1
+CATEGORIES= misc # machine-learning
+MASTER_SITES= PYPI
+PKGNAMEPREFIX= ${PYTHON_PKGNAMEPREFIX}
+
+MAINTAINER= yuri@FreeBSD.org
+COMMENT= Hyperparameter optimization framework
+WWW= https://optuna.org/
+
+LICENSE= MIT
+LICENSE_FILE= ${WRKSRC}/LICENSE
+
+BUILD_DEPENDS= ${PY_SETUPTOOLS} \
+ ${PYTHON_PKGNAMEPREFIX}wheel>0:devel/py-wheel@${PY_FLAVOR}
+RUN_DEPENDS= ${PYTHON_PKGNAMEPREFIX}alembic>=1.5.0:databases/py-alembic@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}colorlog>0:devel/py-colorlog@${PY_FLAVOR} \
+ ${PYNUMPY} \
+ ${PYTHON_PKGNAMEPREFIX}packaging>=20.0:devel/py-packaging@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}sqlalchemy14>=1.3.0:databases/py-sqlalchemy14@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}tqdm>0:misc/py-tqdm@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}yaml>0:devel/py-yaml@${PY_FLAVOR}
+TEST_DEPENDS= ${PYTHON_PKGNAMEPREFIX}coverage>=0:devel/py-coverage@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}fakeredis>=0:databases/py-fakeredis@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}moto>=0:devel/py-moto@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}pytest>=0:devel/py-pytest@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}pytorch>=0:misc/py-pytorch@${PY_FLAVOR} \
+ ${PYTHON_PKGNAMEPREFIX}scipy>=1.9.2:science/py-scipy@${PY_FLAVOR}
+ # tests also depend on Kaleido but it isn't clear how to build it
+
+USES= python
+USE_PYTHON= pep517 concurrent autoplist pytest
+
+NO_ARCH= yes
+
+.include <bsd.port.mk>
diff --git a/misc/py-optuna/distinfo b/misc/py-optuna/distinfo
new file mode 100644
index 000000000000..ad21e8f1a05b
--- /dev/null
+++ b/misc/py-optuna/distinfo
@@ -0,0 +1,3 @@
+TIMESTAMP = 1719076429
+SHA256 (optuna-3.6.1.tar.gz) = 146e530b57b4b9afd7526b3e642fbe65491f7e292b405913355f8e438e361ecf
+SIZE (optuna-3.6.1.tar.gz) = 292748
diff --git a/misc/py-optuna/pkg-descr b/misc/py-optuna/pkg-descr
new file mode 100644
index 000000000000..72844f8aada3
--- /dev/null
+++ b/misc/py-optuna/pkg-descr
@@ -0,0 +1,5 @@
+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.