[Bug 483020] New: Review Request: torch - Torch is a simple machine-learning library

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Thu Jan 29 11:57:15 UTC 2009


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Summary: Review Request: torch - Torch is a simple machine-learning library

https://bugzilla.redhat.com/show_bug.cgi?id=483020

           Summary: Review Request: torch - Torch is a simple
                    machine-learning library
           Product: Fedora
           Version: rawhide
          Platform: All
        OS/Version: Linux
            Status: NEW
          Severity: medium
          Priority: medium
         Component: Package Review
        AssignedTo: nobody at fedoraproject.org
        ReportedBy: xjakub at fi.muni.cz
         QAContact: extras-qa at fedoraproject.org
                CC: notting at redhat.com, fedora-package-review at redhat.com
   Estimated Hours: 0.0
    Classification: Fedora


Spec URL: http://mjakubicek.fedorapeople.org/torch/torch.spec
SRPM URL: http://mjakubicek.fedorapeople.org/torch/torch-3.1-1.fc10.src.rpm
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).

Koji scratch build: http://koji.fedoraproject.org/koji/taskinfo?taskID=1090884

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