Expectation Maximization of Gaussian Mixture Models via CUDA: All Files - File Exchange

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Highlights from
Expectation Maximization of Gaussian Mixture Models via CUDA

errorellipse(mu,sigma,stdev,n...
gmm_test(num_clusts, num_dims... GMM_TEST - runs the EM algorithm on random data on the GPU
nvmex(varargin) MEX Compile MEX-function
nvmex_helper(varargin) MEX_HELPER is a helper function that contains the code that MEX.M (an
compile.m
experiment1.m
experiment2.m
experiment3.m
gmm_example.m
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from Expectation Maximization of Gaussian Mixture Models via CUDA by Andrew Harp
CUDA enabled parallel EM for Gaussian Mixture Models, providing over 100x performance increases.

All files for Expectation Maximization of Gaussian Mixture Models via CUDA

/gmmcuda/README.txt
/gmmcuda/cholesky.h
/gmmcuda/compile.m
/gmmcuda/cpugaumixmod.h
/gmmcuda/cpugmm.cpp
/gmmcuda/cpugmm.mexw64
/gmmcuda/errorellipse.m
/gmmcuda/experiment1.m
/gmmcuda/experiment2.m
/gmmcuda/experiment3.m
/gmmcuda/gmm.cu
/gmmcuda/gmm.linkinfo
/gmmcuda/gmm.mexw64
/gmmcuda/gmm_example.m
/gmmcuda/gmm_test.m
/gmmcuda/gpugaumixmod.h
/gmmcuda/gpugaumixmod_kernel.h
/gmmcuda/nr3matlab.h
/gmmcuda/nr_cuda_util.h
/gmmcuda/nvmex.m
/gmmcuda/nvmex_helper.m
/gmmcuda/nvmexopts.bat
/license.txt

Highlights from Expectation Maximization of Gaussian Mixture Models via CUDA

Highlights from
Expectation Maximization of Gaussian Mixture Models via CUDA