Update app.py

app.py

@@ -77,7 +77,10 @@ def predict_peptide(sequence: str):
         return []
 
     X = extract_features_app(seq)
-    probs_list = model.predict_proba(X)  # list of arrays per target
+    
+    #probs_list = model.predict_proba(X)  # list of arrays per target
+    # --- probs_list: list of arrays from each estimator ---
+    probs_list = [est.predict_proba(X) for est in model]  # model is a list
 
     table = []
     for i, target in enumerate(TARGET_CELLS):
@@ -85,6 +88,7 @@ def predict_peptide(sequence: str):
         table.append([target, round(prob, 4)])
     return table
 
+
 # --- Gradio Interface ---
 custom_css = """
 footer, .footer {display:none !important;}