Update src/about.py

src/about.py

@@ -24,11 +24,31 @@ NUM_FEWSHOT = 0 # Change with your few shot
 TITLE = """<h1 id="main-leaderboard-title" align="center">🏆 MLE-Dojo Benchmark Leaderboard</h1>"""
 
 # Use standard Markdown or wrap in a div with a class
+# INTRODUCTION_TEXT = """
+# <div id="intro" class="introduction-section">
+#     <p>MLE-Dojo is a Gym-style framework for systematically training, evaluating, and improving autonomous large language model (LLM) agents in iterative machine learning engineering (MLE) workflows.</p>
+# </div>
+# """
 INTRODUCTION_TEXT = """
 <div id="intro" class="introduction-section">
     <p>MLE-Dojo is a Gym-style framework for systematically training, evaluating, and improving autonomous large language model (LLM) agents in iterative machine learning engineering (MLE) workflows.</p>
 </div>
+
+<p align="center" style="font-family:'Segoe UI', Roboto, sans-serif; font-weight:bold; text-transform:uppercase;">
+  <a href="https://arxiv.org/abs/1706.03762">
+    <img src="https://img.shields.io/badge/Arxiv-1706.03762-000000.svg?style=flat-square&logo=arxiv&logoColor=%23FFD700&labelColor=000000" height="28">
+  </a>
+  &nbsp;&nbsp;&nbsp;
+  <a href="https://mle-dojo.github.io/MLE-Dojo-page/">
+    <img src="https://img.shields.io/badge/Project%20Website-%20-000000.svg?style=flat-square&logo=Google-Chrome&logoColor=%23FFD700&labelColor=000000" height="28">
+  </a>
+  &nbsp;&nbsp;&nbsp;
+  <a href="https://github.com/MLE-Dojo/MLE-Dojo">
+    <img src="https://img.shields.io/badge/Code-000000.svg?style=flat-square&logo=github&logoColor=%23FFD700&labelColor=000000" height="28">
+  </a>
+</p>
 """
+
 # ... (rest of your about.py content) ...
 LLM_BENCHMARKS_TEXT = """
 ## MLE-Dojo