diff --git a/04_DenoiSplit/solution.ipynb b/04_DenoiSplit/solution.ipynb
index dde5693..bbe34bb 100755
--- a/04_DenoiSplit/solution.ipynb
+++ b/04_DenoiSplit/solution.ipynb
@@ -38,29 +38,6 @@
     "</div>"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "39252aa8",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# a useful library developed by Google for maintaining the ML configs.\n",
-    "! pip install ml-collections wandb albumentations"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "23efb582",
-   "metadata": {
-    "lines_to_next_cell": 0
-   },
-   "outputs": [],
-   "source": [
-    "! git clone https://github.com/juglab/denoiSplit.git"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/setup.sh b/setup.sh
index de496c3..8bb0f9c 100755
--- a/setup.sh
+++ b/setup.sh
@@ -20,5 +20,6 @@ if [[ "$CONDA_DEFAULT_ENV" == "$ENV" ]]; then
     python -m ipykernel install --user --name "05_image_restoration"
 fi
 
-# Clone the COSDD repository
+# Clone the extra repositories
 git clone https://github.com/krulllab/COSDD.git -b n_dimensional 03_COSDD/COSDD
+git clone https://github.com/juglab/denoiSplit.git
\ No newline at end of file