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| author | cheusov <cheusov@pkgsrc.org> | 2016-07-30 15:13:57 +0000 |
|---|---|---|
| committer | cheusov <cheusov@pkgsrc.org> | 2016-07-30 15:13:57 +0000 |
| commit | 12dbd510a8e00d0256f8123092ab1fe091caa6af (patch) | |
| tree | 79955d2cbaf9613aeee119fc5a7cd7b2b348a0ea /math/svmlin | |
| parent | 4bf565f5d2fadf5833b687cc16e4684cb4ed2f51 (diff) | |
| download | pkgsrc-12dbd510a8e00d0256f8123092ab1fe091caa6af.tar.gz | |
Import svmlin, semi-supervised machine learning tool
Diffstat (limited to 'math/svmlin')
| -rw-r--r-- | math/svmlin/DESCR | 15 | ||||
| -rw-r--r-- | math/svmlin/Makefile | 19 | ||||
| -rw-r--r-- | math/svmlin/PLIST | 2 | ||||
| -rw-r--r-- | math/svmlin/distinfo | 6 | ||||
| -rw-r--r-- | math/svmlin/files/mkc_makefile | 4 |
5 files changed, 46 insertions, 0 deletions
diff --git a/math/svmlin/DESCR b/math/svmlin/DESCR new file mode 100644 index 00000000000..946d6e73103 --- /dev/null +++ b/math/svmlin/DESCR @@ -0,0 +1,15 @@ +SVMlin is software package for linear SVMs. It is well-suited to +classification problems involving a large number of examples and features. +It is primarily written for sparse datasets. + +SVMlin can also utilize unlabeled data, in addition to labeled examples. +It currently implements two extensions of standard SVMs to incorporate +unlabeled examples. + +SVMlin implements the following algorithms: + - Fully supervised [using only labeled examples] + * Linear Regularized Least Squares (RLS) Classification + * Modified Finite Newton Linear L2-SVMs + - Semi-supervised [can use unlabeled data as well] + * Linear Transductive L2-SVMs with multiple switchings + * Deterministic Annealing (DA) for Semi-supervised Linear L2-SVMs diff --git a/math/svmlin/Makefile b/math/svmlin/Makefile new file mode 100644 index 00000000000..67198af0751 --- /dev/null +++ b/math/svmlin/Makefile @@ -0,0 +1,19 @@ +# $NetBSD: Makefile,v 1.1 2016/07/30 15:13:57 cheusov Exp $ + +DISTNAME= svmlin-v1.0 +PKGNAME= ${DISTNAME:S/-v/-/} +CATEGORIES= math +MASTER_SITES= http://vikas.sindhwani.org/ + +MAINTAINER= cheusov@NetBSD.org +HOMEPAGE= http://vikas.sindhwani.org/ +COMMENT= Fast Linear SVM Solvers for Supervised and Semi-supervised Learning +LICENSE= gnu-gpl-v2 + +USE_LANGUAGES= c++ + +post-extract: + cp "${FILESDIR}/mkc_makefile" "${WRKSRC}"/Makefile + +.include "../../devel/mk-configure/mk-c.mk" +.include "../../mk/bsd.pkg.mk" diff --git a/math/svmlin/PLIST b/math/svmlin/PLIST new file mode 100644 index 00000000000..670cfce920d --- /dev/null +++ b/math/svmlin/PLIST @@ -0,0 +1,2 @@ +@comment $NetBSD: PLIST,v 1.1 2016/07/30 15:13:57 cheusov Exp $ +bin/svmlin diff --git a/math/svmlin/distinfo b/math/svmlin/distinfo new file mode 100644 index 00000000000..2c4229ffada --- /dev/null +++ b/math/svmlin/distinfo @@ -0,0 +1,6 @@ +$NetBSD: distinfo,v 1.1 2016/07/30 15:13:57 cheusov Exp $ + +SHA1 (svmlin-v1.0.tar.gz) = 9032ee31d942ee85650c8b3ae43e8ab3a6486791 +RMD160 (svmlin-v1.0.tar.gz) = 730132b7c06e67436222abf88935570d9e425e7f +SHA512 (svmlin-v1.0.tar.gz) = f2438714924dd93ad2de8be71397800838d77044624263c26903faa9bd18dbe657a2d3e600016df8b5ee1f7daee11dd0b38b06b6e921ab03511fd89f4a268b32 +Size (svmlin-v1.0.tar.gz) = 1068173 bytes diff --git a/math/svmlin/files/mkc_makefile b/math/svmlin/files/mkc_makefile new file mode 100644 index 00000000000..4f44bf2ee76 --- /dev/null +++ b/math/svmlin/files/mkc_makefile @@ -0,0 +1,4 @@ +PROG = svmlin +SRCS = svmlin.cpp ssl.cpp + +.include <mkc.mk> |