[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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