{ "info": { "author": "Anton Akusok", "author_email": "akusok.a@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Science/Research", "License :: OSI Approved :: BSD License", "Natural Language :: English", "Operating System :: OS Independent", "Programming Language :: Python", "Topic :: Scientific/Engineering :: Information Analysis" ], "description": "High Performance toolbox for Extreme Learning Machines.\n--------\n\nExtreme learning machines (ELM) are a particular kind of Artificial Neural Networks,\nwhich solve classification and regression problems. Their performance is comparable\nto a classical Multilayer Perceptron trained with Error Back-Propagation algorithm,\nbut the training time is up to 6 orders of magnitude smaller. (yes, a million times!)\n\nELMs are suitable for processing huge datasets and dealing with Big Data,\nand this toolbox is created as their fastest and most scalable implementation.\n\nDocumentation is available here: http://hpelm.readthedocs.org, \nit uses Numpydocs.\n\nNEW: Parallel HP-ELM tutorial! See the documentation: http://hpelm.readthedocs.org\n\nHighlights:\n - Efficient matrix math implementation without bottlenecks\n - Efficient data storage (HDF5 file format)\n - Data size not limited by the available memory\n - GPU accelerated computations (if you have one)\n - Regularization and model selection (for in-memory models)\n\nMain classes:\n - hpelm.ELM for in-memory computations (dataset fits into RAM)\n - hpelm.HPELM for out-of-memory computations (dataset on disk in HDF5 format)\n\nExample usage::\n >>> from hpelm import ELM\n >>> elm = ELM(X.shape[1], T.shape[1])\n >>> elm.add_neurons(20, \"sigm\")\n >>> elm.add_neurons(10, \"rbf_l2\")\n >>> elm.train(X, T, \"LOO\")\n >>> Y = elm.predict(X)\n\nIf you use the toolbox, cite our open access paper \"High Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications\" in IEEE 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