Predicting multiple outputs with an LSTM Model


I want to predict multiple outputs with an LSTM Model.
My model works just fine and currently predicts only one output.

(Minimal example in Google Colab)

Please note that I added “output_2” in my Dataframe.
Now I want to predict not only “output” but also “output_2”.
I am aware that the Sequential model is not sufficient for this task.

But I’m asking myself whether there is a simple solution to this problem because I figured it should be quite common to not only predict a single output.

Thanks in advance! :slight_smile: