This is the Linux app named GPUMLib whose latest release can be downloaded as gpumlib_035_source.zip. It can be run online in the free hosting provider OnWorks for workstations.
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GPUMLib
DESCRIPTION
GPU Machine Learning Library. This library aims to provide machine learning researchers and practitioners with a high performance library by taking advantage of the GPU enormous computational power. The library is developed in C++ and CUDA.Features
- Multiple Back-Propagation (MBP)
- Back-Propagation (BP)
- Radial Basis Functions (RBF)
- Non-Negative Matrix Factorization (NMF)
- Semi-Supervised Non-Negative Matrix Factorization (SSNMF)
- Restricted Boltzmann Machines (RBM)
- Deep Belief Networks (DBN)
- Autonomous Training System (ATS)
- Support Vector Machines (SVM)
- Self Organizing Maps (SOM)
Audience
Science/Research, Education, Developers, Engineering
User interface
.NET/Mono, Console/Terminal, Qt
Programming Language
C#, C++
This is an application that can also be fetched from https://sourceforge.net/projects/gpumlib/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
