Update app.py

app.py

@@ -266,7 +266,7 @@ def transfer_learning_forecasting():
             forecast_results['TFT'] = generate_forecast(tft_model, df)
             
         for model_name, forecast_df in forecast_results.items():
-            plot_forecasts(forecast_df, df, f'{model_name} Forecast for {y_col}')
+            plot_forecasts(forecast_df.iloc[:horizon,:], df, f'{model_name} Forecast for {y_col}')
 
         end_time = time.time()  # End timing
         time_taken = end_time - start_time