Continuity Issue

[Williamlliw]

Your code is exceptionally well-written, with great encapsulation, and it has been of tremendous help to me!

However, when I was reproducing the paper, I found that when testing on certain datasets and predicting the dynamics for a future period of time, the predicted results might actually be discontinuous over time. I believe this is an issue worth delving into from a theoretical perspective.