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

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Branch: CURRENT, Version: 1.1.0.20160722, Package name: classias-1.1.0.20160722, 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:
[pkgtools/cwrappers]

Master sites:

Filesize: 133.704 KB

Version history: (Expand)

CVS history: (Expand)


   2021-10-26 12:56:13 by Nia Alarie | Files touched by this commit (458) 
Log message:
math: Replace RMD160 checksums with BLAKE2s checksums

All checksums have been double-checked against existing RMD160 and
SHA512 hashes
   2021-10-07 16:28:36 by Nia Alarie | Files touched by this commit (458) 
Log message:
math: Remove SHA1 hashes for distfiles
   2018-01-07 14:04:44 by Roland Illig | Files touched by this commit (583) 
Log message:
Fix indentation in buildlink3.mk files.

The actual fix as been done by "pkglint -F */*/buildlink3.mk", and was
reviewed manually.

There are some .include lines that still are indented with zero spaces
although the surrounding .if is indented. This is existing practice.
   2016-07-22 04:45:44 by Aleksey Cheusov | Files touched by this commit (6) 
Log message:
Imported from WIP

Classias is a collection of machine-learning algorithms