Revert "Adding the GPR Notebook for Hyperparameter tuning"

Author: khuyentran1401

GPR_Optimization.py

@@ -86,12 +86,20 @@ <h2 class="notebook-title">pyspark parametrize</h2>
             <a href="data_science_tools/pyspark_parametrize.html" class="notebook-link">View the notebook</a>
         </li>
         <li class="notebook-item">
-            <h2 class="notebook-title">pydantic ai examples</h2>
-            <a href="llm/pydantic_ai_examples.html" class="notebook-link">View the notebook</a>
+            <h2 class="notebook-title">diffbot llm</h2>
+            <a href="llm/diffbot_llm.html" class="notebook-link">View the notebook</a>
+        </li>
+        <li class="notebook-item">
+            <h2 class="notebook-title">lchain deepseek</h2>
+            <a href="llm/lchain_deepseek.html" class="notebook-link">View the notebook</a>
         </li>
         <li class="notebook-item">
-            <h2 class="notebook-title">temp</h2>
-            <a href="temp/temp.html" class="notebook-link">View the notebook</a>
+            <h2 class="notebook-title">lchain ollama</h2>
+            <a href="llm/lchain_ollama.html" class="notebook-link">View the notebook</a>
+        </li>
+        <li class="notebook-item">
+            <h2 class="notebook-title">pydantic ai examples</h2>
+            <a href="llm/pydantic_ai_examples.html" class="notebook-link">View the notebook</a>
         </li>
     </ul>
 </body>