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./wip/classias, Collection of machine-learning algorithms for classification

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Branch: CURRENT, Version: 0.0.0nb20160727, Package name: classias-0.0.0nb20160727, Maintainer: cheusov

Classias is a collection of machine-learning algorithms for
classification. Currently, it supports the following formalizations:
L1/L2-regularized logistic regression (aka. Maximum Entropy)
L1/L2-regularized L1-loss linear-kernel Support Vector Machine (SVM)
Averaged perceptron
It implements several algorithms for training classifiers:
Averaged perceptron
Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) [Nocedal80]
Orthant-Wise Limited-memory Quasi-Newton (OWL-QN) [Andrew07]
Primal Estimated sub-GrAdient SOlver (Pegasos) [Shalev-Shwartz07]
Truncated Gradient [Langford09], also known as FOrward LOoking
Subgradient (FOLOS) [Duchi09] specialized for L1 regularization


Required to run:
[math/liblbfgs]

Required to build:
[devel/git-base]

Version history: (Expand)

CVS history: (Expand)


   2015-04-21 01:20:12 by Aleksey Cheusov | Files touched by this commit (1) 
Log message:
Fix pkglint warning
   2015-04-19 18:55:47 by Aleksey Cheusov | Files touched by this commit (6) 
Log message:
New package classias