KMLib sparse GPU SVM 0.1

Krzysztof Sopyla — Wed, 20 Mar 2013 14:30:08 -0000

Support Vectors Machine library in .net with CUDA support. Library includes GPU SVM solver for kernels linear,RBF,Chi-Square and Exp Chi-Square which use NVIDIA CUDA technology. It allows for classification of feature rich sparse datasets through utilization of sparse matrix formats CSR, Ellpack-R or Sliced EllR-T. The use of sparse formats allowed for classification of RCV1 or Newsgroup20.

Key Features: .Net implementation, SVM CUDA acceleration – kernels and solver, Parallel kernel implementation, CUDA SVM with sparse data formats: CSR, Ellpack-R, Sliced-Ellpack.

mloss.org KMLib sparse GPU SVM

KMLib sparse GPU SVM 0.1