Update app.py

app.py

@@ -153,7 +153,7 @@ def load_scripted_model(path):
 def preload_models():
     return {
         "Bi-Directional LSTM": load_scripted_model("bilstm_scriptes.pt"),
-        "Gated Recurrent Unit (GRU)": load_model_from_disk("best_gru_model.pth", model_type="GRU")
+        "Gated Recurrent Unit": load_model_from_disk("best_gru_model.pth", model_type="GRU")
     }
 
 MODELS = preload_models()
@@ -220,7 +220,7 @@ with st.sidebar:
     ticker = st.text_input("Stock Ticker", st.session_state.get('last_ticker', "AMZN"), disabled=True).upper()
     model_type = st.selectbox(
         "Prediction Model",
-        ("Bi-Directional LSTM", "Gated Recurrent Unit (GRU)"),
+        ("Bi-Directional LSTM", "Gated Recurrent Unit"),
         key="model_choice",
         help="Select the neural network architecture for prediction."
     )