api.rst

API Reference

.. currentmodule:: skelm

Extreme Learning Machine is a native regression method, that also supports classification with extra features designed to support classes in targets.

Large ELM refers to a parallel implementation with Dask that takes data in a bunch of files on disk, and supports extremely large numbers of neurons - at a cost of slightly longer processing times.

Hidden layer, solvers and utilities are references to internal implementations for those interested in extending or re-using parts of Scikit-ELM.

Regressor

.. autosummary::
   :toctree: generated/
   :template: class.rst

   ELMRegressor
   LargeELMRegressor

Classifier

.. autosummary::
   :toctree: generated/
   :template: class.rst

   ELMClassifier

Hidden Layer

.. autosummary::
   :toctree: generated/
   :template: class.rst

    HiddenLayer

Solvers

.. autosummary::
   :toctree: generated/

    BatchCholeskySolver

Utilities

.. autosummary::
   :toctree: generated/

    utils