Update app.py

app.py

@@ -4,7 +4,7 @@ import torch
 import numpy as np 
 import pandas as pd
 import streamlit as st
-import esm
+#import esm
 
 from rdkit import Chem
 from rdkit.Chem import Draw
@@ -48,6 +48,7 @@ def about_page():
     st.image('figures/hyper-dti.png', caption='Overview of HyperPCM architecture.')
 
 
+'''
 def predict_dti():
     st.markdown('## Predict drug-target interaction')
 
@@ -176,7 +177,8 @@ def predict_dti():
             
         st.markdown('### Interaction')
         st.write('HyperPCM predicts an activity of xxx pChEMBL.')
-    
+'''
+
 
 def retrieval():
     st.markdown('## Retrieve top-k most active drug compounds')
@@ -246,6 +248,7 @@ def retrieval():
                     mol_img = Chem.Draw.MolToImage(mol)
                     st.image(mol_img) 
 
+'''
 def display_protein():
     st.markdown('## Display protein structure')
     st.write('In the future this page will display the ESM predicted sequence of a protein target.')
@@ -332,6 +335,7 @@ def display_protein():
 def display_context():
     st.markdown('## Display context')
     st.write('In the future this page will visualize the context module for a given protein, i.e., show important features and highly ranked / related proteins from the context.')
+'''
 
 def references():
     st.markdown(