Bug: There is a jump in error when the reservoir size is the same as the training length.

cknd / pyESN

Echo State Networks in Python

MIT License

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Bug: There is a jump in error when the reservoir size is the same as the training length. #11

Open samgdotson opened 4 years ago

samgdotson commented 4 years ago

MSEvTL_singularity

When n_reservoir == trainlen, there is a singularity in the mean squared error. I'm not sure if this is a "feature" of echo state networks or if this is a true bug. In the attached figure, n_reservoir == trainlen == 1000.