Updated the notebook

Author: prithagupta

docs/source/notebooks/comparing_mi_estimators.ipynb

@@ -113,21 +113,17 @@
    "cell_type": "markdown",
    "id": "f3293fd9-e85f-449a-be53-aab396fb5545",
    "metadata": {},
-   "source": [
-    "## Step 2: Visualize the Datasets\n",
-    "\n",
-    "Visualizing the datasets helps us see the differences in class separability."
-   ]
+   "source": ""
   },
   {
-   "cell_type": "markdown",
-   "id": "59f109f6-f68b-4315-bbb4-6c1d35a97495",
    "metadata": {},
+   "cell_type": "markdown",
    "source": [
     "### Step 2: Visualize the Datasets\n",
     "\n",
     "**Visualizing** the datasets using the scatter plots helps us see the differences in class separability for datasets simulating vulnerable and non-vulnerable systems. "
-   ]
+   ],
+   "id": "65ab3245fb9df615"
   },
   {
    "cell_type": "code",