diff --git a/ci/jenkins_tests/run_tune_tests.sh b/ci/jenkins_tests/run_tune_tests.sh
index 8b8fe0160..1cc12c0cc 100755
--- a/ci/jenkins_tests/run_tune_tests.sh
+++ b/ci/jenkins_tests/run_tune_tests.sh
@@ -97,8 +97,8 @@ $SUPPRESS_OUTPUT docker run --rm --shm-size=${SHM_SIZE} --memory=${MEMORY_SIZE}
     python /ray/python/ray/tune/examples/hyperopt_example.py \
     --smoke-test
 
-# $SUPPRESS_OUTPUT docker run --rm --shm-size=${SHM_SIZE} --memory=${MEMORY_SIZE} --memory-swap=-1 $DOCKER_SHA \
-#     python /ray/doc/source/tune/_tutorials/tune-sklearn.py
+$SUPPRESS_OUTPUT docker run --rm --shm-size=${SHM_SIZE} --memory=${MEMORY_SIZE} --memory-swap=-1 $DOCKER_SHA \
+    python /ray/doc/source/tune/_tutorials/tune-sklearn.py
 
 # if [[ ! -z "$SIGOPT_KEY" ]]; then
 #     $SUPPRESS_OUTPUT docker run --rm --shm-size=${SHM_SIZE} --memory=${MEMORY_SIZE} --memory-swap=-1 -e SIGOPT_KEY $DOCKER_SHA \
diff --git a/doc/requirements-doc.txt b/doc/requirements-doc.txt
index dcddb9606..6cec0b448 100644
--- a/doc/requirements-doc.txt
+++ b/doc/requirements-doc.txt
@@ -24,4 +24,5 @@ sphinx_rtd_theme
 tabulate
 uvicorn
 werkzeug
-git+https://github.com/ray-project/tune-sklearn.git#egg=tune-sklearn
+tune-sklearn==0.0.5
+scikit-optimize
diff --git a/docker/tune_test/requirements.txt b/docker/tune_test/requirements.txt
index a797e0143..58294f5ce 100644
--- a/docker/tune_test/requirements.txt
+++ b/docker/tune_test/requirements.txt
@@ -32,4 +32,4 @@ xgboost
 zoopt>=0.4.0
 timm
 dataclasses
-git+https://github.com/ray-project/tune-sklearn.git#egg=tune-sklearn
+tune-sklearn==0.0.5