NLP

Author: HammadAli08

NLP/IBDM Review text(BOW,TF-IDF and Word2vec.ipynb

@@ -1564,10 +1564,8 @@
   },
   {
    "metadata": {
-    "jupyter": {
-     "is_executing": true
-    },
     "ExecuteTime": {
+     "end_time": "2025-08-27T18:05:00.643985Z",
      "start_time": "2025-08-27T17:52:53.388686Z"
     }
    },
@@ -1586,19 +1584,39 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      " 45%|████▌     | 22613/50000 [05:14<07:06, 64.23it/s] "
+      "100%|██████████| 50000/50000 [12:07<00:00, 68.76it/s] \n"
      ]
     }
    ],
-   "execution_count": null
+   "execution_count": 13
   },
   {
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-27T18:08:28.276748Z",
+     "start_time": "2025-08-27T18:08:28.217277Z"
+    }
+   },
    "cell_type": "code",
-   "outputs": [],
-   "execution_count": null,
-   "source": "X.shape",
-   "id": "8a765349a118b2f6"
+   "source": [
+    "import numpy as np\n",
+    "X=np.array(X)\n",
+    "X.ndim"
+   ],
+   "id": "8a765349a118b2f6",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 20
   },
   {
    "metadata": {