thundersvm

SVM library

A fast and efficient SVM library optimized for GPU acceleration

ThunderSVM: A Fast SVM Library on GPUs and CPUs

GitHub

2k stars
57 watching
218 forks
Language: C++
last commit: 8 months ago
Linked from 2 awesome lists

c-plus-plusclassificationcudagpulibsvmone-class-learningregression

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
xtra-computing/thundergbm Accelerates machine learning algorithms on GPUs to improve performance and efficiency 693
koraykv/torch-svm A collection of libraries for building Support Vector Machines in Torch7. 43
nfrechette/rtm A C++ library designed to provide fast and efficient 3D and 4D arithmetic for real-time applications. 736
nbronson/scala-stm A library-based Software Transactional Memory for concurrent data access and updates in Scala 249
boostorg/qvm A C++ library providing functions and classes for working with quaternions, vectors, and matrices in 2D, 3D, and 4D spaces. 85
datastream/libsvm A Golang port of the LIBSVM C/C++ implementation of support vector machines 73
moonstorm/fastcrud A fast and strongly typed .NET ORM library for interacting with various relational databases. 506
xtra-computing/privml An effort to develop and evaluate private machine learning frameworks 19
boostorg/compute A C++ library providing a thin wrapper over the OpenCL API for GPU computing. 1,562
yuroyoro/svm Tools for managing different Scala versions 88
takagi/avm A Common Lisp library for efficient and expressive arrayed vector math with multi-threading and GPU acceleration 53
hsa-libraries/bolt A high-performance C++ template library optimized for heterogeneous computing and GPU acceleration. 374
vectorclass/version2 A C++ library leveraging SIMD instructions to improve performance on modern CPUs. 1,307
srvm/cupti_profiler A CUDA profiling library that allows developers to collect metrics and events from within CUDA applications. 37
scalawilliam/xs4s Utilities and API for parsing and streaming XML data in Scala 60