Include an HTML header.
git-svn-id: file:///home/svnrepos/software/liblbfgs/trunk@7 ecf4c44f-38d1-4fa4-9757-a0b4dd0349fc
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@ -650,7 +650,7 @@ HTML_FILE_EXTENSION = .html
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# each generated HTML page. If it is left blank doxygen will generate a
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# each generated HTML page. If it is left blank doxygen will generate a
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# standard header.
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# standard header.
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HTML_HEADER =
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HTML_HEADER = header.html
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# The HTML_FOOTER tag can be used to specify a personal HTML footer for
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# The HTML_FOOTER tag can be used to specify a personal HTML footer for
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# each generated HTML page. If it is left blank doxygen will generate a
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# each generated HTML page. If it is left blank doxygen will generate a
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13
doc/header.html
Normal file
13
doc/header.html
Normal file
@ -0,0 +1,13 @@
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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<html>
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<head>
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<meta name="author" content="Naoaki Okazaki">
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<meta name="description" content="This library implements Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) method.">
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<meta name="keywords" content="libLBFGS,L-BFGS,LBFGS,OWL-QN,L1,L2,norm,C,library,SSE,SSE2">
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<meta name="robots" content="index,follow">
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<meta http-equiv="Content-Type" content="text/html;charset=iso-8859-1">
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<title>libLBFGS: L-BFGS library written in C</title>
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<link href="doxygen.css" rel="stylesheet" type="text/css">
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<link href="tabs.css" rel="stylesheet" type="text/css">
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</head>
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<body>
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@ -419,7 +419,7 @@ void lbfgs_free(lbfgsfloatval_t *x);
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/**
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/**
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@mainpage A library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)
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@mainpage libLBFGS: a library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)
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@section intro Introduction
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@section intro Introduction
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@ -445,7 +445,7 @@ drastically for large-scaled problems.
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Among the various ports of L-BFGS, this library provides several features:
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Among the various ports of L-BFGS, this library provides several features:
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- <b>Optimization with L1-norm (Orthant-Wise Limited-memory Quasi-Newton
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- <b>Optimization with L1-norm (Orthant-Wise Limited-memory Quasi-Newton
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(OW-LQN) method)</b>:
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(OWL-QN) method)</b>:
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In addition to standard minimization problems, the library can minimize
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In addition to standard minimization problems, the library can minimize
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a function F(x) combined with L1-norm |x| of the variables,
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a function F(x) combined with L1-norm |x| of the variables,
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{F(x) + C |x|}, where C is a constant scalar parameter. This feature is
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{F(x) + C |x|}, where C is a constant scalar parameter. This feature is
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@ -483,7 +483,7 @@ This library is used by:
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@section download Download
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@section download Download
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- <a href="http://www.chokkan.org/software/dist/libLBFGS-1.4.tar.gz">Source code</a>
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- <a href="http://www.chokkan.org/software/dist/liblbfgs-1.4.tar.gz">Source code</a>
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libLBFGS is distributed under the term of the
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libLBFGS is distributed under the term of the
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<a href="http://opensource.org/licenses/mit-license.php">MIT license</a>.
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<a href="http://opensource.org/licenses/mit-license.php">MIT license</a>.
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@ -495,8 +495,8 @@ libLBFGS is distributed under the term of the
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method (::LBFGS_LINESEARCH_MORETHUENTE) or backtracking algorithm
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method (::LBFGS_LINESEARCH_MORETHUENTE) or backtracking algorithm
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(::LBFGS_LINESEARCH_BACKTRACKING).
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(::LBFGS_LINESEARCH_BACKTRACKING).
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- Fixed a bug: the previous version did not compute psuedo-gradients
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- Fixed a bug: the previous version did not compute psuedo-gradients
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properly in the line search routines for OW-LQN. This bug might quit
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properly in the line search routines for OWL-QN. This bug might quit
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an iteration process too early when the OW-LQN routine was activated
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an iteration process too early when the OWL-QN routine was activated
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(0 < ::lbfgs_parameter_t::orthantwise_c).
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(0 < ::lbfgs_parameter_t::orthantwise_c).
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- Configure script for POSIX environments.
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- Configure script for POSIX environments.
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- SSE/SSE2 optimizations with GCC.
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- SSE/SSE2 optimizations with GCC.
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@ -549,7 +549,7 @@ The line search algorithms used in this implementation are described in:
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<i>ACM Transactions on Mathematical Software (TOMS)</i>, Vol. 20, No. 3,
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<i>ACM Transactions on Mathematical Software (TOMS)</i>, Vol. 20, No. 3,
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pp. 286-307, 1994.
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pp. 286-307, 1994.
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This library also implements Orthant-Wise Limited-memory Quasi-Newton (OW-LQN)
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This library also implements Orthant-Wise Limited-memory Quasi-Newton (OWL-QN)
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method presented in:
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method presented in:
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- Galen Andrew and Jianfeng Gao.
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- Galen Andrew and Jianfeng Gao.
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Scalable training of L1-regularized log-linear models.
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Scalable training of L1-regularized log-linear models.
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