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added docs and examples to gradient optimizers

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Maksym Zhelyeznyakov
2026-01-28 22:12:08 -05:00
parent cdaaeae4a2
commit 4daafb68e6
526 changed files with 20672 additions and 2311 deletions
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doc/html/optimization.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Chapter 11. Optimization</title>
<link rel="stylesheet" href="math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="index.html" title="Math Toolkit 4.2.1">
<link rel="prev" href="math_toolkit/root_comparison/elliptic_comparison.html" title="Comparison of Elliptic Integral Root Finding Algorithms">
@@ -34,6 +34,16 @@
<dt><span class="section"><a href="math_toolkit/random_search.html">Random Search</a></span></dt>
<dt><span class="section"><a href="math_toolkit/cma_es.html">Evolution Strategy with Covariance
Matrix Adaptation</a></span></dt>
<dt><span class="section"><a href="math_toolkit/gd_opt.html">Gradient Based Optimizers</a></span></dt>
<dd><dl>
<dt><span class="section"><a href="math_toolkit/gd_opt/introduction.html">Introduction</a></span></dt>
<dt><span class="section"><a href="math_toolkit/gd_opt/gradient_descent.html">Gradient Desccent</a></span></dt>
<dt><span class="section"><a href="math_toolkit/gd_opt/nesterov.html">Nesterov Accelerated Gradient
Desccent</a></span></dt>
<dt><span class="section"><a href="math_toolkit/gd_opt/lbfgs.html">L-BFGS</a></span></dt>
<dt><span class="section"><a href="math_toolkit/gd_opt/minimize.html">minimize</a></span></dt>
<dt><span class="section"><a href="math_toolkit/gd_opt/policies.html">Reverse Mode autodiff policies</a></span></dt>
</dl></dd>
</dl>
</div>
</div>
@@ -41,7 +51,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>