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I have recently become interested in echo state networks, I've been using the simple introduction to ESNs here https://mantas.info/wp/wp-content/uploads/simple_esn/minimalESN.py by Dr. Mantas Lukoševičius. I'm trying to make it train online, instead of batch. Is there any easy way of doing this? I want to use mean squared error for this.

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