How to save and load the regressor or model?

[sunnyshi0310]

Hi,

I am trying to implement the NNDMD and want to save the learned dlk_regressor for future use. How could I save and load the learned regressors and models (e.g., run with pk.Koopman.fit())?

Thanks in advance for any assistance.

Lu

[Dionysus7777777]

You can output the A matrix and C matrix, so that next time you only need to use the A and C matrices.

[sunnyshi0310]

Hi, thanks for the reply. While I want to know how to save the neural network models, i.e., the learned dictionary of lifting functions $\phi$. Looking forward to your reply. Thanks.

[Dionysus7777777]

you can look at the definition of A matrix it is used for functions psi