mloss | Projects that are tagged with gmm.

MLPACK 3.0.2

by rcurtin - June 9, 2018, 18:03:57 CET [ ] 233697 views, 41091 downloads, 0 subscriptions

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

Changes:

Released June 8th, 2018.

Documentation generation fixes for Python bindings (#1421).
Fix build error for man pages if command-line bindings are not being built (#1424).
Add shuffle parameter and Shuffle() method to KFoldCV (#1412). This will shuffle the data when the object is constructed, or when Shuffle() is called.
Added neural network layers: AtrousConvolution (#1390), Embedding (#1401), and LayerNorm (layer normalization) (#1389).
Add Pendulum environment for reinforcement learning (#1388) and update Mountain Car environment (#1394).

Authors: Ryan Curtin, James Cline, Neil Slagle, Matthew Amidon, Ajinkya Kale, Bill March, Nishant Mehta, Parikshit Ram, Dongryeol Lee, Rajendran Mohan, Trironk Kiatkungwanglai, Patrick Mason, Marcus Edel, Etc
License: Bsd, Bsd 3 Clause License
Programming Language: C++, Python, Shell

Operating System: Platform Independent
Data Formats: Plain Ascii, Ascii, Txt, Hdf, Bin, Csv, Xml
JMLR-MLOSS Publication: JMLR Page
Tags: Gmm, Hmm, Machine Learning, Sparse, Dual Tree, Fast, Scalable, Tree

libcluster 2.3

by dsteinberg - February 27, 2016, 00:36:01 CET [ ] 21401 views, 4654 downloads, 0 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.