BaseSearch as a guided optimzation tool

PlasmaControl / PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

BSD 3-Clause "New" or "Revised" License

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Closed renierts closed 3 years ago

renierts commented 3 years ago

Add a BaseSearch as a guided optimzation tool. Thanks to @nullpunktTUD for recommendation

renierts commented 3 years ago

This is not yet closed but implemented successfully.

TODOs:

self.bestestimator is no more initialized in the constructor as the property does not allow that.
Should we add a flag to just keep the results of the final optimization step? This would make the object smaller but we cannot check plausibility of previous optimization steps.
Add a trainer for sequence-to-sequence

renierts commented 3 years ago

The work on that is finished for now.