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linear optimization
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@genmeblog
genmeblog committed Sep 29, 2023
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1 change: 1 addition & 0 deletions CHANGELOG.md
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* `fastmath.quaternion` namespace
* Cholesky decomposition for fixed size matrices
* `negative-zero?` tests for `-0.0` value
* `linear-optimizer` - linear optimization

### Changed

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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -168,7 +168,7 @@ Various clustering algorithms including K-Means++, DBSCAN, CLARANS, DENCLUE, MEC

### Optimization

L-BFGS-B, Gradient, Nelder-Mead, Simplex, Powell, BOBYQA, CMAES, BayesianOptimizer
L-BFGS-B, Gradient, Nelder-Mead, Simplex, Powell, BOBYQA, CMAES, BayesianOptimizer, Linear optimizer

### Grids

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<!DOCTYPE html PUBLIC ""
"">
<html><head><meta charset="UTF-8" /><title>fastmath.curves documentation</title><script type="text/javascript" async="" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js?config=TeX-MML-AM_CHTML"></script><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="highlight/solarized-light.css" /><script type="text/javascript" src="highlight/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a> with <a href="https://github.com/xsc/codox-theme-rdash">RDash UI</a> theme</h2><h1><a href="index.html"><span class="project-title"><span class="project-name">Fastmath</span> <span class="project-version">2.2.1-SNAPSHOT</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>fastmath</span></div></div></li><li class="depth-2 branch"><a href="fastmath.clustering.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>clustering</span></div></a></li><li class="depth-2 branch"><a href="fastmath.complex.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>complex</span></div></a></li><li class="depth-2 branch"><a href="fastmath.core.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>core</span></div></a></li><li class="depth-2 branch current"><a href="fastmath.curves.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>curves</span></div></a></li><li class="depth-2 branch"><a href="fastmath.distance.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>distance</span></div></a></li><li class="depth-2 branch"><a href="fastmath.easings.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>easings</span></div></a></li><li class="depth-2 branch"><a href="fastmath.efloat.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>efloat</span></div></a></li><li class="depth-2 branch"><a href="fastmath.fields.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>fields</span></div></a></li><li class="depth-2 branch"><a href="fastmath.gp.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>gp</span></div></a></li><li class="depth-2 branch"><a href="fastmath.grid.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>grid</span></div></a></li><li class="depth-2 branch"><a href="fastmath.interpolation.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>interpolation</span></div></a></li><li class="depth-2 branch"><a href="fastmath.kernel.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>kernel</span></div></a></li><li class="depth-2 branch"><a href="fastmath.matrix.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>matrix</span></div></a></li><li class="depth-2"><a href="fastmath.optimization.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>optimization</span></div></a></li><li class="depth-3 branch"><a href="fastmath.optimization.bo.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>bo</span></div></a></li><li class="depth-3"><a href="fastmath.optimization.lbfgsb.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>lbfgsb</span></div></a></li><li class="depth-2"><a href="fastmath.protocols.html"><div class="inner"><span class="tree" style="top: -83px;"><span class="top" style="height: 92px;"></span><span class="bottom"></span></span><span>protocols</span></div></a></li><li class="depth-3"><a href="fastmath.protocols.matrix.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>matrix</span></div></a></li><li class="depth-2 branch"><a href="fastmath.random.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>random</span></div></a></li><li class="depth-2 branch"><a href="fastmath.signal.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>signal</span></div></a></li><li class="depth-2 branch"><a href="fastmath.solver.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>solver</span></div></a></li><li class="depth-2"><a href="fastmath.stats.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>stats</span></div></a></li><li class="depth-3"><a href="fastmath.stats.bootstrap.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>bootstrap</span></div></a></li><li class="depth-2 branch"><a href="fastmath.transform.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>transform</span></div></a></li><li class="depth-2"><a href="fastmath.vector.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>vector</span></div></a></li></ul></div><div class="sidebar secondary"><h3><a href="#top"><span class="inner">Public Vars</span></a></h3><ul><li class="depth-1"><a href="fastmath.curves.html#var-add"><div class="inner"><span>add</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-curve"><div class="inner"><span>curve</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-curves-list"><div class="inner"><span>curves-list</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-mult"><div class="inner"><span>mult</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-parametrization"><div class="inner"><span>parametrization</span></div></a></li></ul></div><div class="namespace-docs" id="content"><h1 class="anchor" id="top">fastmath.curves</h1><div class="doc"><div class="markdown"><p>Collection of parametric curves</p>
<html><head><meta charset="UTF-8" /><title>fastmath.curves documentation</title><script type="text/javascript" async="" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js?config=TeX-MML-AM_CHTML"></script><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="highlight/solarized-light.css" /><script type="text/javascript" src="highlight/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a> with <a href="https://github.com/xsc/codox-theme-rdash">RDash UI</a> theme</h2><h1><a href="index.html"><span class="project-title"><span class="project-name">Fastmath</span> <span class="project-version">2.2.2-SNAPSHOT</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>fastmath</span></div></div></li><li class="depth-2 branch"><a href="fastmath.clustering.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>clustering</span></div></a></li><li class="depth-2 branch"><a href="fastmath.complex.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>complex</span></div></a></li><li class="depth-2 branch"><a href="fastmath.core.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>core</span></div></a></li><li class="depth-2 branch current"><a href="fastmath.curves.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>curves</span></div></a></li><li class="depth-2 branch"><a href="fastmath.distance.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>distance</span></div></a></li><li class="depth-2 branch"><a href="fastmath.easings.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>easings</span></div></a></li><li class="depth-2 branch"><a href="fastmath.efloat.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>efloat</span></div></a></li><li class="depth-2 branch"><a href="fastmath.fields.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>fields</span></div></a></li><li class="depth-2 branch"><a href="fastmath.gp.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>gp</span></div></a></li><li class="depth-2 branch"><a href="fastmath.grid.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>grid</span></div></a></li><li class="depth-2 branch"><a href="fastmath.interpolation.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>interpolation</span></div></a></li><li class="depth-2 branch"><a href="fastmath.kernel.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>kernel</span></div></a></li><li class="depth-2 branch"><a href="fastmath.matrix.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>matrix</span></div></a></li><li class="depth-2"><a href="fastmath.optimization.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>optimization</span></div></a></li><li class="depth-3 branch"><a href="fastmath.optimization.bo.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>bo</span></div></a></li><li class="depth-3"><a href="fastmath.optimization.lbfgsb.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>lbfgsb</span></div></a></li><li class="depth-2"><a href="fastmath.protocols.html"><div class="inner"><span class="tree" style="top: -83px;"><span class="top" style="height: 92px;"></span><span class="bottom"></span></span><span>protocols</span></div></a></li><li class="depth-3"><a href="fastmath.protocols.matrix.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>matrix</span></div></a></li><li class="depth-2 branch"><a href="fastmath.quaternion.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>quaternion</span></div></a></li><li class="depth-2 branch"><a href="fastmath.random.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>random</span></div></a></li><li class="depth-2 branch"><a href="fastmath.signal.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>signal</span></div></a></li><li class="depth-2 branch"><a href="fastmath.solver.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>solver</span></div></a></li><li class="depth-2"><a href="fastmath.stats.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>stats</span></div></a></li><li class="depth-3"><a href="fastmath.stats.bootstrap.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>bootstrap</span></div></a></li><li class="depth-2 branch"><a href="fastmath.transform.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>transform</span></div></a></li><li class="depth-2"><a href="fastmath.vector.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>vector</span></div></a></li></ul></div><div class="sidebar secondary"><h3><a href="#top"><span class="inner">Public Vars</span></a></h3><ul><li class="depth-1"><a href="fastmath.curves.html#var-add"><div class="inner"><span>add</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-curve"><div class="inner"><span>curve</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-curves-list"><div class="inner"><span>curves-list</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-mult"><div class="inner"><span>mult</span></div></a></li><li class="depth-1"><a href="fastmath.curves.html#var-parametrization"><div class="inner"><span>parametrization</span></div></a></li></ul></div><div class="namespace-docs" id="content"><h1 class="anchor" id="top">fastmath.curves</h1><div class="doc"><div class="markdown"><p>Collection of parametric curves</p>
</div><div class="markdown"><h4>Categories</h4><ul></ul><p>Other vars: <a href="fastmath.curves.html#var-add">add</a> <a href="fastmath.curves.html#var-curve">curve</a> <a href="fastmath.curves.html#var-curves-list">curves-list</a> <a href="fastmath.curves.html#var-mult">mult</a> <a href="fastmath.curves.html#var-parametrization">parametrization</a></p></div></div><div class="public anchor" id="var-add"><h3>add</h3><div class="usage"><code>(add c1 c2)</code></div><div class="doc"><div class="markdown"><p>Add two curves (by adding resulting vectors).</p>
</div></div><div class="src-link"><a href="https://github.com/generateme/fastmath/blob/master/src/fastmath/curves.clj#L202">view source</a></div></div><div class="public anchor" id="var-curve"><h3>curve</h3><h4 class="type">multimethod</h4><div class="usage"></div><div class="doc"><div class="markdown"><p>Return vector field for given name and parametrization.</p>
<p>Default parametrization is random.</p>
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