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torch - Torch is a simple machine-learning library

Website: http://www.torch.ch/
License: BSD
Vendor: Fedora Project
Description:
Torch is a simple machine-learning library, among its features you can find:

* A lot of things in gradient machines, that is, machines which could be
  learned with a gradient descent. This includes multi-layered perceptrons,
  radial bas is functions, mixtures of experts, convolutional networks and
  even time-delay neural networks. In fact a lot of "modules" are available
  that you can plug as you want to get what you need.
* Support vector machines, in classification and regression. As fast as the
  old stand-alone program SVMTorch II, but with the powerful environment of
  the library.
* Ensemble models such as bagging or adaboost.
* Non-parametric models such as K-nearest-neighbors, Parzen regression and
  Parzen density estimator.
* Distributions stuff, like Kmeans, Gaussian mixture models, hidden Markov
  models, input-output hidden Markov models, and Bayes classifier.
* Speech recognition tools (Embedded training and large vocabulary decoding).

Packages

torch-3.1-2.fc11.ppc64 [274 KiB] Changelog by Fedora Release Engineering (2009-02-25):
- Rebuilt for https://fedoraproject.org/wiki/Fedora_11_Mass_Rebuild

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