Update app.py

app.py

@@ -111,6 +111,8 @@ def general_predictor(input_list):
   result = model.predict(new_input)
   return cat_value_dicts[final_colname][result[0]]
 
+form = st.form('ml-inputs')
+
 # add data labels to replace those lost via star-args
 inputls = []
 for colname in data.columns:
@@ -122,16 +124,16 @@ for colname in data.columns:
   # otherwise, just use a number input
   if colname in cat_value_dicts:
     radio_options = list(cat_value_dicts[colname].keys())
-    inputls.append(st.selectbox(colname, radio_options))
+    inputls.append(form.selectbox(colname, radio_options))
   else:
     # add numerical input
-    inputls.append(st.number_imput(colname))
+    inputls.append(form.number_imput(colname))
   
 # generate gradio interface
-if st.button("Submit"):
+if form.form_submit_button("Submit"):
   prediction = general_predictor(inputls)
   
   st.text(f"Our best recommendation for you: {prediction}")
   
 with open('info.md') as f:
-  st.markdown(f.read())
+  st.markdown(f.read())