Update app.py

app.py

@@ -1,9 +1,19 @@
 import streamlit as st
 from utils import validate_sequence, predict
 from model import models
+import pandas as pd
 
 def main():
-    st.title("AA Property Inference Demo")
+    st.title("AA Property Inference Demo", anchor=None)
+    
+    # Apply monospace font to the entire app
+    st.markdown("""
+        <style>
+        .reportview-container {
+            font-family: 'Courier New', monospace;
+        }
+        </style>
+        """, unsafe_allow_html=True)
     
     # User input: Text and CSV
     sequence = st.text_input("Enter your amino acid sequence:")
@@ -21,15 +31,16 @@ def main():
                 model_results = {}
                 for model_name, model in models.items():
                     prediction, confidence = predict(model, seq)
-                    model_results[model_name] = {"Prediction": prediction, "Confidence": confidence}
+                    model_results[f"{model_name}_prediction"] = prediction
+                    model_results[f"{model_name}_confidence"] = round(confidence, 3)
                 results.append({"Sequence": seq, **model_results})
             else:
                 st.error(f"Invalid sequence: {seq}")
-        
+
         if results:
             st.write("### Results")
-            st.table(results)
+            results_df = pd.DataFrame(results)
+            st.dataframe(results_df.style.format(precision=3))
 
 if __name__ == "__main__":
     main()
-