diff --git a/science/py-scikit-optimize/Makefile b/science/py-scikit-optimize/Makefile
index 6241cae7a5c1..273ad1b2a592 100644
--- a/science/py-scikit-optimize/Makefile
+++ b/science/py-scikit-optimize/Makefile
@@ -1,31 +1,34 @@
 PORTNAME=	scikit-optimize
-PORTVERSION=	0.9.0
-PORTREVISION=	1
+PORTVERSION=	0.10.1
 CATEGORIES=	science python
 MASTER_SITES=	PYPI
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	sunpoet@FreeBSD.org
 COMMENT=	Sequential model-based optimization toolbox
-WWW=		https://github.com/scikit-optimize/scikit-optimize
+WWW=		https://scikit-optimize.readthedocs.io/en/latest/ \
+		https://github.com/holgern/scikit-optimize
 
 LICENSE=	BSD3CLAUSE
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
+BUILD_DEPENDS=	${PYTHON_PKGNAMEPREFIX}setuptools>=61.2:devel/py-setuptools@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}wheel>=0:devel/py-wheel@${PY_FLAVOR}
 RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}joblib>=0.11:devel/py-joblib@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}numpy>=1.13.3,1:math/py-numpy@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}numpy>=1.20.3,1:math/py-numpy@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}packaging>=21.3:devel/py-packaging@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pyaml>=16.9:textproc/py-pyaml@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}scikit-learn>=0.20.0:science/py-scikit-learn@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}scipy>=0.19.1:science/py-scipy@${PY_FLAVOR}
+		${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.0.0:science/py-scikit-learn@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}scipy>=1.1.0:science/py-scipy@${PY_FLAVOR}
 
 USES=		python
 USE_PYTHON=	autoplist concurrent distutils
 
 NO_ARCH=	yes
 
 OPTIONS_DEFINE=	PLOTS
 PLOTS_DESC=	Plotting support
 
 PLOTS_RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}matplotlib>=2.0.0:math/py-matplotlib@${PY_FLAVOR}
 
 .include <bsd.port.mk>
diff --git a/science/py-scikit-optimize/distinfo b/science/py-scikit-optimize/distinfo
index e6ce8b240dcb..7740328e6b46 100644
--- a/science/py-scikit-optimize/distinfo
+++ b/science/py-scikit-optimize/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1634391156
-SHA256 (scikit-optimize-0.9.0.tar.gz) = 77d8c9e64947fc9f5cc05bbc6aed7b8a9907871ae26fe11997fd67be90f26008
-SIZE (scikit-optimize-0.9.0.tar.gz) = 275570
+TIMESTAMP = 1710712528
+SHA256 (scikit-optimize-0.10.1.tar.gz) = 1016e953e3b4de14f16c049efaf14eeaf347a08cf135488447c16c45dadadbc4
+SIZE (scikit-optimize-0.10.1.tar.gz) = 86146