Updating version

Author: luisquintanilla

machine-learning/E2E-Text-Classification-API-with-Yelp-Dataset.ipynb

@@ -65,16 +65,16 @@
         }
       },
       "source": [
-        "#r \"nuget:Microsoft.ML,2.0.0-preview.22310.1\"\n",
-        "#r \"nuget:Microsoft.ML.TorchSharp,0.20.0-preview.22310.1\"\n",
+        "#r \"nuget:Microsoft.ML,2.0.0-preview.22313.1\"\n",
+        "#r \"nuget:Microsoft.ML.TorchSharp,0.20.0-preview.22313.1\"\n",
         "#r \"nuget:TorchSharp-cpu,0.96.7\"\n",
-        "#r \"nuget:Microsoft.Data.Analysis,0.20.0-preview.22310.1\""
+        "#r \"nuget:Microsoft.Data.Analysis,0.20.0-preview.22313.1\""
       ],
       "outputs": [
         {
           "output_type": "execute_result",
           "data": {
-            "text/html": "<div><div></div><div></div><div><strong>Installed Packages</strong><ul><li><span>Microsoft.Data.Analysis, 0.20.0-preview.22310.1</span></li><li><span>Microsoft.ML, 2.0.0-preview.22310.1</span></li><li><span>Microsoft.ML.TorchSharp, 0.20.0-preview.22310.1</span></li><li><span>TorchSharp-cpu, 0.96.7</span></li></ul></div></div>"
+            "text/html": "<div><div></div><div></div><div><strong>Installed Packages</strong><ul><li><span>Microsoft.Data.Analysis, 0.20.0-preview.22313.1</span></li><li><span>Microsoft.ML, 2.0.0-preview.22313.1</span></li><li><span>Microsoft.ML.TorchSharp, 0.20.0-preview.22313.1</span></li><li><span>TorchSharp-cpu, 0.96.7</span></li></ul></div></div>"
           },
           "execution_count": 1,
           "metadata": {}
@@ -205,7 +205,7 @@
         {
           "output_type": "execute_result",
           "data": {
-            "text/html": "<table id=\"table_637907491617357418\"><thead><tr><th><i>index</i></th><th>Text</th><th>Sentiment</th></tr></thead><tbody><tr><td><i><div class=\"dni-plaintext\">0</div></i></td><td>Wow... Loved this place.</td><td><div class=\"dni-plaintext\">1</div></td></tr><tr><td><i><div class=\"dni-plaintext\">1</div></i></td><td>Crust is not good.</td><td><div class=\"dni-plaintext\">0</div></td></tr><tr><td><i><div class=\"dni-plaintext\">2</div></i></td><td>Not tasty and the texture was just nasty.</td><td><div class=\"dni-plaintext\">0</div></td></tr></tbody></table>"
+            "text/html": "<table id=\"table_637907545650178735\"><thead><tr><th><i>index</i></th><th>Text</th><th>Sentiment</th></tr></thead><tbody><tr><td><i><div class=\"dni-plaintext\">0</div></i></td><td>Wow... Loved this place.</td><td><div class=\"dni-plaintext\">1</div></td></tr><tr><td><i><div class=\"dni-plaintext\">1</div></i></td><td>Crust is not good.</td><td><div class=\"dni-plaintext\">0</div></td></tr><tr><td><i><div class=\"dni-plaintext\">2</div></i></td><td>Not tasty and the texture was just nasty.</td><td><div class=\"dni-plaintext\">0</div></td></tr></tbody></table>"
           },
           "execution_count": 1,
           "metadata": {}
@@ -361,7 +361,7 @@
         {
           "output_type": "execute_result",
           "data": {
-            "text/html": "<table id=\"table_637907494827978838\"><thead><tr><th><i>index</i></th><th>Text</th><th>Sentiment</th><th>PredictedLabel</th></tr></thead><tbody><tr><td><i><div class=\"dni-plaintext\">0</div></i></td><td>Oh this is such a thing of beauty, this restaurant.</td><td><div class=\"dni-plaintext\">1</div></td><td><div class=\"dni-plaintext\">0</div></td></tr><tr><td><i><div class=\"dni-plaintext\">1</div></i></td><td>A greasy, unhealthy meal.</td><td><div class=\"dni-plaintext\">0</div></td><td><div class=\"dni-plaintext\">1</div></td></tr><tr><td><i><div class=\"dni-plaintext\">2</div></i></td><td>The best place in Vegas for breakfast (just check out a Sat, or Sun.</td><td><div class=\"dni-plaintext\">1</div></td><td><div class=\"dni-plaintext\">1</div></td></tr></tbody></table>"
+            "text/html": "<table id=\"table_637907582471037219\"><thead><tr><th><i>index</i></th><th>Text</th><th>Sentiment</th><th>PredictedLabel</th></tr></thead><tbody><tr><td><i><div class=\"dni-plaintext\">0</div></i></td><td>Oh this is such a thing of beauty, this restaurant.</td><td><div class=\"dni-plaintext\">1</div></td><td><div class=\"dni-plaintext\">1</div></td></tr><tr><td><i><div class=\"dni-plaintext\">1</div></i></td><td>A greasy, unhealthy meal.</td><td><div class=\"dni-plaintext\">0</div></td><td><div class=\"dni-plaintext\">1</div></td></tr><tr><td><i><div class=\"dni-plaintext\">2</div></i></td><td>The best place in Vegas for breakfast (just check out a Sat, or Sun.</td><td><div class=\"dni-plaintext\">1</div></td><td><div class=\"dni-plaintext\">1</div></td></tr></tbody></table>"
           },
           "execution_count": 1,
           "metadata": {}
@@ -423,7 +423,7 @@
         {
           "output_type": "execute_result",
           "data": {
-            "text/plain": "Accuracy: 0.65"
+            "text/plain": "Accuracy: 0.56"
           },
           "execution_count": 1,
           "metadata": {}