diff --git a/tutorials/api_tutorial/api_tutorial_rescoring.ipynb b/tutorials/api_tutorial/api_tutorial_rescoring.ipynb
index b054b33..9f314a0 100644
--- a/tutorials/api_tutorial/api_tutorial_rescoring.ipynb
+++ b/tutorials/api_tutorial/api_tutorial_rescoring.ipynb
@@ -1044,52 +1044,6 @@
     "Rescore with percolator."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "------------------------ \u001b[1;94m/usr/share/modules/modulefiles\u001b[0m ------------------------\u001b[m\n",
-      "dot  module-git  module-info  modules  null  use.own  \u001b[m\n",
-      "\u001b[m\n",
-      "----------------------- \u001b[1;94m/cmnfs/data/cluster/modulefiles\u001b[0m ------------------------\u001b[m\n",
-      "dotnet/3.1.426  fragpipe/22.0      maxquant/2.4.4.0  percolator/3.6.5           \u001b[m\n",
-      "dotnet/8.0.302  maxquant/1.6.1.0   maxquant/2.4.7.0  sage/0.14.7                \u001b[m\n",
-      "ENB/search_v1   maxquant/1.6.2.10  maxquant/2.6.3.0  thermorawfileparser/1.4.2  \u001b[m\n",
-      "ENB/search_v2   maxquant/2.4.2.0   percolator/3.6.1  thermorawfileparser/1.4.3  \u001b[m\n",
-      "\u001b[m\n",
-      "Key:\u001b[m\n",
-      "\u001b[1;94mmodulepath\u001b[0m  \u001b[m\n",
-      "\u001b[K\u001b[?1l\u001b>"
-     ]
-    }
-   ],
-   "source": [
-    "!module av"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!module load percolator/3.6.5"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 38,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!module use percolator/3.6.5"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,