diff --git a/content/notebooks/Tutotial_HPCoordinateBasedLattice_noDependencies.ipynb b/content/notebooks/Tutotial_HPCoordinateBasedLattice_noDependencies.ipynb
index 79034ff..3cde1fe 100644
--- a/content/notebooks/Tutotial_HPCoordinateBasedLattice_noDependencies.ipynb
+++ b/content/notebooks/Tutotial_HPCoordinateBasedLattice_noDependencies.ipynb
@@ -1847,9 +1847,7 @@
    "cell_type": "code",
    "execution_count": 14,
    "id": "e6190d85",
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [
     {
      "name": "stderr",
@@ -1901,7 +1899,7 @@
    "id": "ea7d920a",
    "metadata": {},
    "source": [
-    "# Here follows a different ways to get a better success probability\n",
+    "## Here follows a different ways to get a better success probability\n",
     "\n",
     "You can choose to continue tweeking above code to give better answers or to explore other suggestions for optimisation."
    ]
@@ -2041,7 +2039,13 @@
    "cell_type": "code",
    "execution_count": 18,
    "id": "9fb9bb9d",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -2254,9 +2258,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "9c1754ea",
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "annealing_params = get_annealing_params(annealing_time=2, \n",
@@ -2358,7 +2360,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -2372,7 +2374,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.5"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,