pyoselm.layerΒΆ

Module to provide random layers for ELM and OS-ELM models

pyoselm.layer.RandomLayer

RandomLayer is a transformer that creates a feature mapping of the inputs that corresponds to a layer of hidden units with randomly generated components.

pyoselm.layer.MLPRandomLayer

Wrapper for RandomLayer with alpha (mixing coefficient) set to 1.0 for MLP activations only

pyoselm.layer.RBFRandomLayer

Wrapper for RandomLayer with alpha (mixing coefficient) set to 0.0 for RBF activations only

pyoselm.layer.GRBFRandomLayer

Random Generalized RBF Hidden Layer transformer