This software implements highly parallel algorithms for support vector machine training, evaluation, cross-validation, and grid-search based parameter tuning.
A good old Makefile controls the build process. Simply run
make -j
to build the software. For the CPU-only version, run
make -j cpu-svm
You will probably need to change paths to your CUDA installation in the Makefile.
This software was written by Tobias Glasmachers.
It is made available under the BSD-3-Clause License: https://opensource.org/licenses/BSD-3-Clause
It uses the Eigen library, which is available under the Mozilla Public License 2.0: https://www.mozilla.org/en-US/MPL/2.0/FAQ/