Bug#217648: ITP: Torch3 -- libtorch3: machine learning library version 3
Package: wnpp
Severity: wishlist
* Package name : libtorch3c102
Version : 0.0
Upstream Author : Ronan Collobert, Samy Bengio and Johnny Mariéthoz
* URL : http://www.torch.ch/
* License : BSD
Description : Torch3: machine learning library version 3
This package is the Torch runtime library.
.
Torch is a machine-learning library, written in C++. Its aim is to
provide the state-of-the-art of the best algorithms. It is, and it
will be, in development forever.
.
Main features:
.
* Many gradient-based methods, including multi-layered perceptrons,
radial basis functions, and mixtures of experts. Many small "modules"
(Linear module, Tanh module, SoftMax module, ...) can be plugged
together.
.
* Support Vector Machine, for classification and regression.
.
* Distribution package, includes Kmeans, Gaussian Mixture Models,
Hidden Markov Models, and Bayes Classifier, and classes for speech
recognition with embedded training.
.
* Ensemble models such as Bagging and Adaboost.
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* Non-parametric models such as K-nearest-neighbors, Parzen Regression
and Parzen Density Estimator.
.
Torch is an open library whose authors encourage everybody to develop
new packages to be included in future versions on the official website.
According to current debian maintainer of version 2 and Francesco (both in CC),
I'm taking Torch 3 library.
cheers,
cosimo.
-- System Information:
Debian Release: testing/unstable
Architecture: i386
Kernel: Linux answer 2.4.21-bluez-mh3+acpi+answer2 #1 Sun Aug 17 20:14:56 CEST 2003 i686
Locale: LANG=C, LC_CTYPE=it_IT@euro (ignored: LC_ALL set to C)
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