diff --git a/notebooks/Tutorial.ipynb b/notebooks/Tutorial.ipynb
index f36e61f..a0d05ef 100644
--- a/notebooks/Tutorial.ipynb
+++ b/notebooks/Tutorial.ipynb
@@ -29,11 +29,11 @@
     "import matplotlib.pyplot as plt\n",
     "warnings.filterwarnings(\"ignore\")\n",
     "\n",
-    "import Main\n",
-    "import ClusterUtils\n",
-    "import TimeSeriesPreprocessor\n",
-    "import PathwayAnalyser\n",
-    "import VisualUtils"
+    "from genes2genes import Main\n",
+    "from genes2genes import ClusterUtils\n",
+    "from genes2genes import TimeSeriesPreprocessor\n",
+    "from genes2genes import PathwayAnalyser\n",
+    "from genes2genes import VisualUtils"
    ]
   },
   {
@@ -153,9 +153,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "(CVXPY) Oct 07 01:13:48 PM: Encountered unexpected exception importing solver GLOP:\n",
+      "(CVXPY) Oct 14 06:20:18 PM: Encountered unexpected exception importing solver GLOP:\n",
       "RuntimeError('Unrecognized new version of ortools (9.10.4067). Expected < 9.10.0. Please open a feature request on cvxpy to enable support for this version.')\n",
-      "(CVXPY) Oct 07 01:13:48 PM: Encountered unexpected exception importing solver PDLP:\n",
+      "(CVXPY) Oct 14 06:20:18 PM: Encountered unexpected exception importing solver PDLP:\n",
       "RuntimeError('Unrecognized new version of ortools (9.10.4067). Expected < 9.10.0. Please open a feature request on cvxpy to enable support for this version.')\n",
       "14\n",
       "14\n"
@@ -208,7 +208,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "id": "demonstrated-valley",
    "metadata": {
     "tags": []
@@ -235,7 +235,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "id": "indoor-namibia",
    "metadata": {
     "tags": []
@@ -258,7 +258,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 10,
    "id": "precious-patent",
    "metadata": {
     "tags": []
@@ -356,7 +356,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 89/89 [00:19<00:00,  4.47it/s]"
+      "100%|██████████| 89/89 [00:21<00:00,  4.13it/s]"
      ]
     },
     {