diff --git a/.github/workflows/update_leaderboard.yml b/.github/workflows/update_leaderboard.yml
index 33a178b..f7b6053 100644
--- a/.github/workflows/update_leaderboard.yml
+++ b/.github/workflows/update_leaderboard.yml
@@ -9,25 +9,29 @@ jobs:
     runs-on: ubuntu-latest
     
     steps:
+      
       - name: Checkout repository
         uses: actions/checkout@v3
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}  
         
+      
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: '3.x'
-
+        
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
           pip install requests PyGithub
-
+      
       - name: Run leaderboard update script
         run: |
           python .github/scripts/update_leaderboard.py
         env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}  # GitHub token
-          GITHUB_REPOSITORY: ${{ github.repository }}  # Repository info
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}  # Pass GitHub token to script
+          GITHUB_REPOSITORY: ${{ github.repository }}  # Pass repository information
 
       - name: Commit and push changes
         run: |
@@ -35,4 +39,4 @@ jobs:
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git add leaderboard.md || echo "No changes to commit"  # Prevent errors if there's nothing to commit
           git commit -m "Update leaderboard" || echo "No changes to commit"
-          git push || echo "Nothing to push"
+          git push https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ github.repository }} || echo "Nothing to push"
diff --git a/PROJECT_STRUCTURE.md b/PROJECT_STRUCTURE.md
index db53de1..1ed8936 100644
--- a/PROJECT_STRUCTURE.md
+++ b/PROJECT_STRUCTURE.md
@@ -5,7 +5,11 @@
 ├── ARIMA/
 │   ├── ARIMA_V2.ipynb
 │   ├── README.md
-│   └── hybrid.ipynb
+│   ├── hybrid.ipynb
+│   └── saved_model/
+│       ├── arima_model.pkl
+│       ├── lstm_model.h5
+│       └── scaler.pkl
 ├── Contributing.md
 ├── Data/
 │   ├── SBI Test data.csv
@@ -30,6 +34,7 @@
 │   ├── reduced_redundancy_stock_price_prediction.ipynb
 │   └── requirements.txt
 ├── InvestWise - Stock Prediction Model.png
+├── LICENSE
 ├── Market Trend Classification Model/
 │   ├── Market Trend Classification Model.ipynb
 │   ├── MarketTrend Analytics - Classification Model.png
@@ -52,7 +57,9 @@
 ├── SBIN.csv
 ├── Stock_Price_Prediction(Updated).ipynb
 ├── Stock_Price_Prediction.ipynb
+├── Stock_Recommendation.ipynb
 ├── Stock_prediction_Data_Analysis.ipynb
+├── Updated_SBIN.csv
 ├── VWAP_included_stock_price_prediction.ipynb
 ├── buy_sell_recommendation_system.ipynb
 ├── candlestick_chart.html
@@ -67,9 +74,22 @@
 │   ├── 085ee2d1-3544-4bed-a558-5b0b801e806b.jpeg
 │   ├── 6c9ebb5b-a8ed-44de-8842-bf8f5c25990f.jpeg
 │   └── f23e9194-72de-438d-bd69-744667680d3e.jpeg
+├── main.py
+├── nifty_500.csv
+├── prediction.pkl
 ├── reduced_redundancy_stock_price_prediction.ipynb
 ├── repo_structure.txt
 ├── requirements.txt
-└── stock_market(complete).ipynb
+├── sentiment_model.h5
+├── static/
+│   └── css/
+│       ├── home.css
+│       └── stock.css
+├── stock_data.csv
+├── stock_market(complete).ipynb
+├── stock_sentimental.ipynb
+└── templates/
+    ├── home.html
+    └── stock.html
 ```
 <!-- END_STRUCTURE -->
\ No newline at end of file
diff --git a/README.md b/README.md
index 6faa9e7..399e97f 100644
--- a/README.md
+++ b/README.md
@@ -155,7 +155,16 @@ We welcome contributions to this project! Please see our [Contributing.md](./CON
 
 ## 🌍 Our Valuable Contributors
 
-[![Contributors](https://contrib.rocks/image?repo=rohitinu6/Stock-Price-Prediction)](https://github.com/rohitinu6/Stock-Price-Prediction/graphs/contributors)
+<p align="center">
+    <img src="https://api.vaunt.dev/v1/github/entities/rohitinu6/repositories/Stock-Price-Prediction/contributors?format=svg&limit=54" width="700" height="250" />
+</p>
+
+### 🎉 Thank You to All Our Amazing Contributors! 🎉
+
+We are incredibly grateful for your dedication and hard work. Your contributions have been invaluable in making this project a success. Thank you for being a part of our journey!
+
+**Let's continue to build great things together! 🚀**
+
 
 ## 📝 License
 
diff --git a/repo_structure.txt b/repo_structure.txt
index 51ea91e..3af122d 100644
--- a/repo_structure.txt
+++ b/repo_structure.txt
@@ -1,7 +1,11 @@
 ├── ARIMA/
 │   ├── ARIMA_V2.ipynb
 │   ├── README.md
-│   └── hybrid.ipynb
+│   ├── hybrid.ipynb
+│   └── saved_model/
+│       ├── arima_model.pkl
+│       ├── lstm_model.h5
+│       └── scaler.pkl
 ├── Contributing.md
 ├── Data/
 │   ├── SBI Test data.csv
@@ -26,6 +30,7 @@
 │   ├── reduced_redundancy_stock_price_prediction.ipynb
 │   └── requirements.txt
 ├── InvestWise - Stock Prediction Model.png
+├── LICENSE
 ├── Market Trend Classification Model/
 │   ├── Market Trend Classification Model.ipynb
 │   ├── MarketTrend Analytics - Classification Model.png
@@ -48,7 +53,9 @@
 ├── SBIN.csv
 ├── Stock_Price_Prediction(Updated).ipynb
 ├── Stock_Price_Prediction.ipynb
+├── Stock_Recommendation.ipynb
 ├── Stock_prediction_Data_Analysis.ipynb
+├── Updated_SBIN.csv
 ├── VWAP_included_stock_price_prediction.ipynb
 ├── buy_sell_recommendation_system.ipynb
 ├── candlestick_chart.html
@@ -63,7 +70,20 @@
 │   ├── 085ee2d1-3544-4bed-a558-5b0b801e806b.jpeg
 │   ├── 6c9ebb5b-a8ed-44de-8842-bf8f5c25990f.jpeg
 │   └── f23e9194-72de-438d-bd69-744667680d3e.jpeg
+├── main.py
+├── nifty_500.csv
+├── prediction.pkl
 ├── reduced_redundancy_stock_price_prediction.ipynb
 ├── repo_structure.txt
 ├── requirements.txt
-└── stock_market(complete).ipynb
\ No newline at end of file
+├── sentiment_model.h5
+├── static/
+│   └── css/
+│       ├── home.css
+│       └── stock.css
+├── stock_data.csv
+├── stock_market(complete).ipynb
+├── stock_sentimental.ipynb
+└── templates/
+    ├── home.html
+    └── stock.html
\ No newline at end of file