armadillo-gmm
Creators
Description
Armadillo C++ library v7.960 containing gmm_diag and gmm_full classes. The gmm_diag and gmm_full classes provide multi-threaded (parallelised) implementations of Gaussian mixture models and the associated Expectation-Maximisation training algorithm. The gmm_diag class is specifically tailored for diagonal covariance matrices (all entries outside the main diagonal in each covariance matrix are assumed to be zero), while the gmm_full class is tailored for full covariance matrices. The gmm_diag class is typically much faster to train and use than the gmm_full class, at the potential cost of some reduction in modelling accuracy.
Files
armadillo-gmm.zip
Files
(5.7 MB)
Name | Size | Download all |
---|---|---|
md5:6855b53b1644c2d97eac0703391c196e
|
5.7 MB | Preview Download |