diff --git a/auxiliary/mwe.ipynb b/auxiliary/mwe.ipynb
index 03e039b..558584b 100644
--- a/auxiliary/mwe.ipynb
+++ b/auxiliary/mwe.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 558,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -16,7 +16,7 @@
     "from sklearn.mixture import BayesianGaussianMixture\n",
     "\n",
     "# Add the path to the `src` directory to the sys.path\n",
-    "sys.path.append(os.path.abspath(os.path.join(os.getcwd(), '../src')))\n",
+    "sys.path.append(os.path.abspath(os.path.join(os.getcwd(), \"../src\")))\n",
     "\n",
     "from nhssynth.modules.dataloader.metadata import MetaData\n",
     "from nhssynth.modules.dataloader.metatransformer import MetaTransformer\n",
@@ -5419,8 +5419,7 @@
     "plt.ylabel(\"Density\")\n",
     "plt.title(\"Individual Gaussian Components of BayesianGaussianMixture\")\n",
     "plt.legend()\n",
-    "plt.show()\n",
-    "\n"
+    "plt.show()"
    ]
   }
  ],