diff --git a/math/py-keras/Makefile b/math/py-keras/Makefile
index 4cccb73aadbf..af328985024e 100644
--- a/math/py-keras/Makefile
+++ b/math/py-keras/Makefile
@@ -1,106 +1,106 @@
 PORTNAME=	keras
 DISTVERSION=	2.9.0
 CATEGORIES=	math # machine-learning
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	Deep learning library for Python
-
-USE_GITHUB=     yes
-GH_ACCOUNT=     keras-team
-GH_PROJECT=	${PORTNAME}
-GH_TAGNAME=	r2.9
+WWW=		https://keras.io/
 
 LICENSE=	MIT
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
-RUN_DEPENDS=    ${PYNUMPY} \
+RUN_DEPENDS=	${PYNUMPY} \
 		${PYTHON_PKGNAMEPREFIX}absl-py>=1.0.0:devel/py-absl-py \
 		${PYTHON_PKGNAMEPREFIX}h5py>=0:science/py-h5py@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pandas>=1.3.5:math/py-pandas@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pillow>=9.2.0:graphics/py-pillow@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}keras-preprocessing>=1.1.0:math/py-keras-preprocessing@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}scipy>=0.14:science/py-scipy@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}six>=1.9.0:devel/py-six@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}protobuf>=3.13.0:devel/py-protobuf@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}keras-applications>=1.0.8:math/py-keras-applications@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}keras-preprocessing>=1.1.1:math/py-keras-preprocessing@${PY_FLAVOR}
 
 BUILD_DEPENDS=	${RUN_DEPENDS} \
 		${PYTHON_PKGNAMEPREFIX}tensorflow>=2.9.0:science/py-tensorflow@${PY_FLAVOR} \
 		bazel:devel/bazel \
 		bash:shells/bash
 
 USES=		python:3.7+
 
+USE_GITHUB=	yes
+GH_ACCOUNT=	keras-team
+GH_PROJECT=	${PORTNAME}
+GH_TAGNAME=	r2.9
+
 .include "Makefile.MASTER_SITES"
 
 post-patch:
 	# don't cache stuff to $HOME/.cache/
 	@${MKDIR} ${WRKDIR}/bazel-cache
 	@${MKDIR} ${WRKDIR}/bazel-dist
 
 .for file in ${DISTFILES:C/\:(.*)//}
 	@${ECHO} "Moving ${file} to ${WRKDIR}/bazel-dist"
 	@${CP} ${DISTDIR}/${DIST_SUBDIR}/${file} ${WRKDIR}/bazel-dist
 .endfor
 
 	# place the generate wheel file here
 	@${MKDIR} ${WRKDIR}/whl
 
 	# These files are from my tensorflow port
-	# if both make it into the port they can be shared        
+	# if both make it into the port they can be shared
 
 	# copy the toolchain over
 	@${CP} -R ${PATCHDIR}/freebsd \
 		${WRKSRC}/
 
 	@${CP} ${PATCHDIR}/bazelrc \
 		${WRKSRC}/
 
 	#setup localbase
 	@${REINPLACE_CMD} "s#%%LOCALBASE%%#${LOCALBASE}#" \
 		${WRKSRC}/freebsd/cc_toolchain_config.bzl \
 		${WRKSRC}/.bazelrc \
 		${WRKSRC}/bazelrc
 
 	# setup our bazelrc
 	@${REINPLACE_CMD} "s#%%BAZEL_DIR%%#${WRKDIR}#" ${WRKSRC}/bazelrc
 	@${REINPLACE_CMD} "s#%%BAZEL_DIST%%#${WRKDIR}#" ${WRKSRC}/bazelrc
 	@${REINPLACE_CMD} "s#%%PATH%%#${PATH}#" ${WRKSRC}/bazelrc
 	@${REINPLACE_CMD} "s#%%PYTHON%%#${PYTHON_CMD}#" ${WRKSRC}/.bazelrc
 
 	# bazel is horrible, it will won't propagated enviroment variable throughout the build
 	# and will ignore variables set by us. This causing a lot of issues, especially with python
 	# auto generated files will sometimes ignore our py_runtime toolchain and our PYTHON_BIN_PATH
 	# causing it to still set the shebang line to bin/env python3. Even on the github page the solution
 	# has been to use a symlink to work around so do that here as a fix
-	@${MKDIR} ${WRKDIR}/.bin               
+	@${MKDIR} ${WRKDIR}/.bin
 	${LN} -s ${PYTHON_CMD} ${WRKDIR}/.bin/python3
 
 	@${REINPLACE_CMD} "s#%%PYTHON%%#${PYTHON_CMD}#" \
 		${WRKSRC}/keras/tools/pip_package/build_pip_package.sh
 
 do-build:
 	@cd ${WRKSRC} && ${SETENV} \
-                PYTHON_BIN_PATH=${PYTHON_CMD} \
-                PYTHON_LIB_PATH="${PYTHON_SITELIBDIR}" \
+		PYTHON_BIN_PATH=${PYTHON_CMD} \
+		PYTHON_LIB_PATH="${PYTHON_SITELIBDIR}" \
 		PYTHON_BINARY=${PYTHON_CMD} \
 		bazel --bazelrc="${WRKSRC}/bazelrc" \
 		build --config=freebsd \
 		//keras/tools/pip_package:build_pip_package
 
 #	@${REINPLACE_CMD} "s#python#${PYTHON_CMD}#" \
 #		${WRKSRC}/bazel-bin/keras/tools/pip_package/build_pip_package
 
 	@cd ${WRKSRC} && \
 		bazel-bin/keras/tools/pip_package/build_pip_package \
 		${WRKDIR}/whl
-        
 
 do-install:
 	@${MKDIR} ${STAGEDIR}/${PYTHON_SITELIBDIR}
 
 	${UNZIP_NATIVE_CMD} -d ${STAGEDIR}/${PYTHON_SITELIBDIR} ${WRKDIR}/whl/${PORTNAME}-${PORTVERSION}-*.whl
 
 .include <bsd.port.mk>
diff --git a/math/py-keras/pkg-descr b/math/py-keras/pkg-descr
index 9b7820801350..405e9f8eb8fb 100644
--- a/math/py-keras/pkg-descr
+++ b/math/py-keras/pkg-descr
@@ -1,4 +1,2 @@
 Deep Learning library for Python. Convnets, recurrent neural networks, and
 more. Runs on Theano and TensorFlow.
-
-WWW: https://keras.io/