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PlasmaControl / PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
BSD 3-Clause "New" or "Revised" License
89 stars 19 forks source link

Provide a BidirectionalNodeToNode that is derived from a UnidirectionalNodeToNode? #27

Closed renierts closed 2 years ago

renierts commented 3 years ago

If we provide separate unidirectional and bidirectional NodeToNode objects, we could totally remove the parameter bi_directional, save various parameters (e.g. wash_out, continuation) that are only allowed/present in unidirectional mode, and restrict the FeedbackESNRegressor to unidirectional mode as it does not work bidirectional.

renierts commented 2 years ago

This is not necessary and will not be changed.