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AlCap23 avatar AlCap23 commented on August 25, 2024

I am thinking about this ( and also see #56 ). Currently my target is to write up the docs, get some additional optimisation / identification routines for SINDY running and then get to the delays.
The implementation of HAVOK ( at least what is in the examples, there is a different PR open for this #53 ) is rather experimental.

To answer your questions:

  1. Not yet

  2. Maybe you can try sparse_regression defined here. There is also an iip version which gives you the matrix given DX and Theta, which should be the delay stuff)

Hope this helps.

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whpowell96 avatar whpowell96 commented on August 25, 2024

Hi, this helped a lot. I think that the best way to go forward with this would be usign sparse_regression and manually creating an ODE system, which isn't that hard if you are using v_{r+1} as a forcing function since you can just use some interpolation package, but doing actual online prediction using HAVOK where v_{r+1} is being estimated by convolving with left singular vectors is likely more involved. I look forward to seeing what features get added to this package.

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AlCap23 avatar AlCap23 commented on August 25, 2024

I'll close this for now :)

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