update page header

app.py

@@ -27,6 +27,14 @@ datapath = os.path.join(basepath, "data")
 device = "cuda" if torch.cuda.is_available() else "cpu"
 
 st.title('HyperDTI: Task-conditioned modeling of drug-target interactions.')
+st.markdown(
+    """
+    \n
+    🧬 Generate a QSAR model for the protein target of interest, useful for high-throughput screening or drug repurposing.\n
+    💻 Github: [ml-jku/hyper-dti](https://https://github.com/ml-jku/hyper-dti)\n
+    📝 NeurIPS 2022 AI4Science workshop paper: [OpenReview](https://openreview.net/forum?id=dIX34JWnIAL)\n
+    """
+)
 
 def about_page():
     st.markdown(
@@ -44,6 +52,8 @@ def about_page():
         well-known benchmarks, particularly in zero-shot settings for unseen protein targets.
         """
     )
+    
+# example proteins ["HXHVWPVQDAKARFSEFLDACITEGPQIVSRRGAEEAVLVPIGEWRRLQAAA"], ["AHKLFIGGLPNYLNDDQVKELLTSFGPLKAFNLVKDSATGLSKGYAFCEYVDINVTDQAIAGLNGMQLGDKKLLVQRASVGAKNA"]
 
 page_names_to_func = {
     'About': about_page