Spaces:

sandl
/

private_antimicrobial_coating_inverse_design

Runtime error

snajmark commited on Jul 13, 2023

Commit

fd2aa28

1 Parent(s): 660c863

Update app.py

Files changed (1) hide show

app.py CHANGED Viewed

@@ -384,7 +384,7 @@ def fit_outputs_constraints(X, antimicrobial_activity_target, request: gr.Reques
     reduction_target_df = pd.DataFrame({'Reduction_%':[reduction_target]})
     reduction_target_df = scale_numerical(reduction_target_df, ['Reduction_%'], scaler=minmax_scaler_targets, fit=False)
     predictions = model.predict(X)[0]
-    error = np.sqrt(np.square(predictions[0]-reduction_target))
     return error
 def predict_inverse(antimicrobial_activity_target, request: gr.Request):

     reduction_target_df = pd.DataFrame({'Reduction_%':[reduction_target]})
     reduction_target_df = scale_numerical(reduction_target_df, ['Reduction_%'], scaler=minmax_scaler_targets, fit=False)
     predictions = model.predict(X)[0]
+    error = np.sqrt(np.square(predictions[0]-reduction_target_df))
     return error
 def predict_inverse(antimicrobial_activity_target, request: gr.Request):