hpelm 0.6.3

High-Performance implementation of an Extreme Learning Machine

High Performance ELM
--------

Extreme Learning Machine (ELM) with model selection and regularizations.

In-memory ELM works, check hpelm/tests folder.
MAGMA acceleration works, check hpelm/acc/setup_gpu.py.


Example usage::

>>> from hpelm import ELM
>>> elm = ELM(X.shape[1], T.shape[1])
>>> elm.add_neurons(20, "sigm")
>>> elm.add_neurons(10, "rbf_l2")
>>> elm.train(X, T, "LOO")
>>> Y = elm.predict(X)

If you use the toolbox, cite our paper that will be published in IEEE Access.