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Sketching-based Distributed Matrix Computations for Machine Learning

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libSkylark

Build Status

This is a distribution of libSkylark: an open source software library for distributed randomized numerical linear algebra with applications to machine learning and statistical data analysis.

Note that this software stack is currently under development, its features are still experimental.

Join the slack channel for questions and feedback.

Getting Started

Please see the docs for compile and installation instructions.

Contributing

Instructions for contributing to libSkylark can be found in CONTRIBUTING.md.

License

(c) IBM Corporation, 2016 This program and the accompanying materials are made available under the terms of the Apache License, Version 2.0 which is available at http://www.apache.org/licenses/LICENSE-2.0.

Acknowledgment

This project is supported from the XDATA program of the Defense Advanced Research Projects Agency (DARPA), administered through Air Force Research Laboratory.