Projects that are tagged with gmm.


Logo JMLR MLPACK 3.0.1

by rcurtin - May 11, 2018, 05:28:53 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 107663 views, 19341 downloads, 6 subscriptions

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About: A fast, flexible C++ machine learning library, with bindings to other languages.

Changes:

Released May 10th, 2018.

  • Fix intermittently failing tests (#1387).
  • Add Big-Batch SGD (BBSGD) optimizer in src/mlpack/core/optimizers/bigbatch_sgd (#1131).
  • Fix simple compiler warnings (#1380, #1373).
  • Simplify NeighborSearch constructor and Train() overloads (#1378).
  • Add warning for OpenMP setting differences (#1358/#1382). When mlpack is compiled with OpenMP but another application linking against mlpack is not (or vice versa), a compilation warning will now be issued.
  • Restructured loss functions in src/mlpack/methods/ann/ (#1365).
  • Add environments for reinforcement learning tests (#1368, #1370, #1329).
  • Allow single outputs for multiple timestep inputs for recurrent neural networks (#1348).
  • Neural networks: add He and LeCun normal initializations (#1342), add FReLU and SELU activation functions (#1346, #1341), add alpha-dropout (#1349).

Logo libcluster 2.3

by dsteinberg - February 27, 2016, 00:36:01 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 8699 views, 1709 downloads, 3 subscriptions

About: An extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet processes, Gaussian latent Dirichlet allocation and more.

Changes:

New maximum cluster argument for all algorithms. Also no more matlab interface since it seemed no one was using it, and I cannot support it any longer.


Logo Torch 3

by bengio - November 13, 2007, 01:38:29 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 9162 views, 2359 downloads, 1 subscription

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About: Torch is a statistical machine learning library written in C++ at IDIAP,

Changes:

Initial Announcement on mloss.org.