Reproduction on oscillator simulation dataset

[kimmo1019]

Hi, I'm trying to run your code. I have some questions, hope you can help.

Why did you use cfgan as the default model? However, the paper did not mention cfgan at all. Could you please tell me the reasons?

And how to save the counterfactual predicted outcome?

THanks,
Qiao

[edebrouwer]

Hi kimmo1019,

Thanks for your interest !

CFGAN is actually the CFQP model (the name changed when writing the paper).

For plotting and storing counterfactual predictions, I just pushed an example notebook (Trajectories.ipynb). Let me know if that helps and don't hesitate to reach out if you need further assistance.

Best,

Edward