debug

app.py

@@ -38,7 +38,8 @@ def main(job_title, company_name, company_desc, job_desc,
     t_indep = tensor(df[indep_cols].values, dtype=torch.float)
     vals,indices = t_indep.max(dim=0)
     t_indep = t_indep / vals
-    return calc_preds(coeffs, t_indep)
+    # return calc_preds(coeffs, t_indep)
+    return df
 
 iface = gr.Interface(
     fn=main,
@@ -48,8 +49,8 @@ iface = gr.Interface(
             gr.Textbox(label="Location"), gr.Textbox(label="Employment Type"),
             gr.Textbox(label="Department")],
     outputs="text",
-    title="Job posting identifier",
-    description="Identifies job posts as real or fake"
+    title="Real/Fake Job Posting Identifier",
+    description="Identifies job posts as real or fake."
 )
 
 iface.launch()