Update app.py

app.py

@@ -123,7 +123,8 @@ def train_predictive_model(ticker, period, epochs, batch_size, future_days):
     fig.add_trace(go.Scatter(x=data.index[-len(y_test):], y=y_test.flatten(), mode='lines', name='Actual'))
     fig.add_trace(go.Scatter(x=data.index[-len(predictions):], y=predictions.flatten(), mode='lines', name='Predicted'))
     
-    future_dates = pd.date_range(start=data.index[-1], periods=future_days + 1, closed='right')
+    future_dates = pd.date_range(start=data.index[-1], periods=future_days + 1, inclusive='right')
+    
     fig.add_trace(go.Scatter(x=future_dates, y=future_predictions.flatten(), mode='lines', name='Future Predictions'))
     
     fig.update_layout(title=f"Predicted vs Actual and Future Forecast for {ticker}", xaxis_title="Date", yaxis_title="Price", xaxis_rangeslider_visible=False)