288 lines
39 KiB
HTML
288 lines
39 KiB
HTML
<html>
|
|
<head>
|
|
<meta name="viewport" content="width=device-width, initial-scale=1" charset="UTF-8">
|
|
<title>space.kscience.kmath.samplers</title>
|
|
</head><body><link href="../../images/logo-icon.svg" rel="icon" type="image/svg"><script>var pathToRoot = "../../";</script>
|
|
<script type="text/javascript" src="../../scripts/sourceset_dependencies.js" async></script><link href="../../styles/style.css" rel="Stylesheet"><link href="../../styles/jetbrains-mono.css" rel="Stylesheet"><link href="../../styles/main.css" rel="Stylesheet"><link href="../../styles/prism.css" rel="Stylesheet"><link href="../../styles/logo-styles.css" rel="Stylesheet"><script type="text/javascript" src="../../scripts/clipboard.js" async></script><script type="text/javascript" src="../../scripts/navigation-loader.js" async></script><script type="text/javascript" src="../../scripts/platform-content-handler.js" async></script><script type="text/javascript" src="../../scripts/main.js" defer></script><script type="text/javascript" src="../../scripts/prism.js" async></script><script>const storage = localStorage.getItem("dokka-dark-mode")
|
|
const savedDarkMode = storage ? JSON.parse(storage) : false
|
|
if(savedDarkMode === true){
|
|
document.getElementsByTagName("html")[0].classList.add("theme-dark")
|
|
}</script>
|
|
|
|
|
|
<div class="navigation-wrapper" id="navigation-wrapper">
|
|
<div id="leftToggler"><span class="icon-toggler"></span></div>
|
|
<div class="library-name"><a href="../../index.html"><span>kmath</span></a></div>
|
|
<div></div>
|
|
<div class="pull-right d-flex">
|
|
<div class="filter-section" id="filter-section"><button class="platform-tag platform-selector common-like" data-active="" data-filter=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<button id="theme-toggle-button"><span id="theme-toggle"></span></button>
|
|
<div id="searchBar"></div>
|
|
</div>
|
|
</div>
|
|
<div id="container">
|
|
<div id="leftColumn">
|
|
<div id="sideMenu"></div>
|
|
</div>
|
|
<div id="main">
|
|
<div class="main-content" id="content" pageids="kmath-stat::space.kscience.kmath.samplers////PointingToDeclaration//-443365019">
|
|
<div class="breadcrumbs"><a href="../index.html">kmath-stat</a>/<a href="index.html">space.kscience.kmath.samplers</a></div>
|
|
<div class="cover ">
|
|
<h1 class="cover"><span><span>Package</span></span> <span>space.</span><wbr><span>kscience.</span><wbr><span>kmath.</span><wbr><span>samplers</span></h1>
|
|
</div>
|
|
<div class="tabbedcontent">
|
|
<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="Types">Types</button><button class="section-tab" data-togglable="Functions">Functions</button></div>
|
|
<div class="tabs-section-body">
|
|
<h2 class="">Types</h2>
|
|
<div class="table" data-togglable="Types"><a data-name="-533873934%2FClasslikes%2F-443365019" anchor-label="AhrensDieterExponentialSampler" id="-533873934%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-ahrens-dieter-exponential-sampler/index.html"><span>Ahrens</span><wbr><span>Dieter</span><wbr><span>Exponential</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-533873934%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-ahrens-dieter-exponential-sampler/index.html">AhrensDieterExponentialSampler</a><span class="token punctuation">(</span>mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">)</span> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampling from an <a href="http://mathworld.wolfram.com/ExponentialDistribution.html">exponential distribution</a>.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="-1454518558%2FClasslikes%2F-443365019" anchor-label="AhrensDieterMarsagliaTsangGammaSampler" id="-1454518558%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-ahrens-dieter-marsaglia-tsang-gamma-sampler/index.html"><span>Ahrens</span><wbr><span>Dieter</span><wbr><span>Marsaglia</span><wbr><span>Tsang</span><wbr><span>Gamma</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1454518558%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-ahrens-dieter-marsaglia-tsang-gamma-sampler/index.html">AhrensDieterMarsagliaTsangGammaSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampling from the <a href="http://mathworld.wolfram.com/GammaDistribution.html">gamma distribution</a>.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="2039416215%2FClasslikes%2F-443365019" anchor-label="AliasMethodDiscreteSampler" id="2039416215%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-alias-method-discrete-sampler/index.html"><span>Alias</span><wbr><span>Method</span><wbr><span>Discrete</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2039416215%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">class </span><a href="-alias-method-discrete-sampler/index.html">AliasMethodDiscreteSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Distribution sampler that uses the Alias method. It can be used to sample from n values each with an associated probability. This implementation is based on the detailed explanation of the alias method by Keith Schartz and implements Vose's algorithm.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="2053876811%2FClasslikes%2F-443365019" anchor-label="BlockingDoubleSampler" id="2053876811%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-blocking-double-sampler/index.html"><span>Blocking</span><wbr><span>Double</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2053876811%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">interface </span><a href="-blocking-double-sampler/index.html">BlockingDoubleSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="675750573%2FClasslikes%2F-443365019" anchor-label="BoxMullerSampler" id="675750573%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-box-muller-sampler/index.html"><span>Box</span><wbr><span>Muller</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="675750573%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">object </span><a href="-box-muller-sampler/index.html">BoxMullerSampler</a> : <a href="-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph"><a href="https://en.wikipedia.org/wiki/Box%E2%80%93Muller_transform">Box-Muller algorithm</a> for sampling from a Gaussian distribution.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="325292768%2FClasslikes%2F-443365019" anchor-label="GaussianSampler" id="325292768%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-gaussian-sampler/index.html"><span>Gaussian</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="325292768%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-gaussian-sampler/index.html">GaussianSampler</a><span class="token punctuation">(</span>mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">, </span>standardDeviation<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">, </span>normalized<span class="token operator">: </span><a href="-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><span class="token punctuation">)</span> : <a href="-blocking-double-sampler/index.html">BlockingDoubleSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampling from a Gaussian distribution with given mean and standard deviation.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="1139170303%2FClasslikes%2F-443365019" anchor-label="KempSmallMeanPoissonSampler" id="1139170303%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-kemp-small-mean-poisson-sampler/index.html"><span>Kemp</span><wbr><span>Small</span><wbr><span>Mean</span><wbr><span>Poisson</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1139170303%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-kemp-small-mean-poisson-sampler/index.html">KempSmallMeanPoissonSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampler for the Poisson distribution.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="-1830557522%2FClasslikes%2F-443365019" anchor-label="LargeMeanPoissonSampler" id="-1830557522%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-large-mean-poisson-sampler/index.html"><span>Large</span><wbr><span>Mean</span><wbr><span>Poisson</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1830557522%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-large-mean-poisson-sampler/index.html">LargeMeanPoissonSampler</a><span class="token punctuation">(</span>mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">)</span> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampler for the Poisson distribution.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="1017372936%2FClasslikes%2F-443365019" anchor-label="MarsagliaNormalizedGaussianSampler" id="1017372936%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-marsaglia-normalized-gaussian-sampler/index.html"><span>Marsaglia</span><wbr><span>Normalized</span><wbr><span>Gaussian</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1017372936%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">object </span><a href="-marsaglia-normalized-gaussian-sampler/index.html">MarsagliaNormalizedGaussianSampler</a> : <a href="-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph"><a href="https://en.wikipedia.org/wiki/Marsaglia_polar_method">Marsaglia polar method</a> for sampling from a Gaussian distribution with mean 0 and standard deviation 1. This is a variation of the algorithm implemented in BoxMullerNormalizedGaussianSampler.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="-1057807369%2FClasslikes%2F-443365019" anchor-label="NormalizedGaussianSampler" id="-1057807369%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-normalized-gaussian-sampler/index.html"><span>Normalized</span><wbr><span>Gaussian</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1057807369%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">fun </span><span class="token keyword">interface </span><a href="-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a> : <a href="-blocking-double-sampler/index.html">BlockingDoubleSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Marker interface for a sampler that generates values from an N(0,1) <a href="https://en.wikipedia.org/wiki/Normal_distribution">Gaussian distribution</a>.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="-1311611038%2FClasslikes%2F-443365019" anchor-label="SmallMeanPoissonSampler" id="-1311611038%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-small-mean-poisson-sampler/index.html"><span>Small</span><wbr><span>Mean</span><wbr><span>Poisson</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1311611038%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-small-mean-poisson-sampler/index.html">SmallMeanPoissonSampler</a><span class="token punctuation">(</span>mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">)</span> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">> </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampler for the Poisson distribution.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="819348150%2FClasslikes%2F-443365019" anchor-label="ZigguratNormalizedGaussianSampler" id="819348150%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-ziggurat-normalized-gaussian-sampler/index.html"><span>Ziggurat</span><wbr><span>Normalized</span><wbr><span>Gaussian</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="819348150%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">object </span><a href="-ziggurat-normalized-gaussian-sampler/index.html">ZigguratNormalizedGaussianSampler</a> : <a href="-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph"><a href="https://en.wikipedia.org/wiki/Ziggurat_algorithm">Marsaglia and Tsang "Ziggurat"</a> method for sampling from a Gaussian distribution with mean 0 and standard deviation 1. The algorithm is explained in this paper and this implementation has been adapted from the C code provided therein.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<h2 class="">Functions</h2>
|
|
<div class="table" data-togglable="Functions"><a data-name="-740026430%2FFunctions%2F-443365019" anchor-label="KempSmallMeanPoissonSampler" id="-740026430%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-kemp-small-mean-poisson-sampler.html"><span>Kemp</span><wbr><span>Small</span><wbr><span>Mean</span><wbr><span>Poisson</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-740026430%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-kemp-small-mean-poisson-sampler.html"><span class="token function">KempSmallMeanPoissonSampler</span></a><span class="token punctuation">(</span>mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="-kemp-small-mean-poisson-sampler/index.html">KempSmallMeanPoissonSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="1853178489%2FFunctions%2F-443365019" anchor-label="PoissonSampler" id="1853178489%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex">
|
|
<div><a href="-poisson-sampler.html"><span>Poisson</span><wbr><span><span>Sampler</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1853178489%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
|
|
<div class="platform-bookmarks-row" data-toggle-list="data-toggle-list"><button class="platform-bookmark common-like" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain" data-active="" data-toggle=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
|
|
<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-poisson-sampler.html"><span class="token function">PoissonSampler</span></a><span class="token punctuation">(</span>mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">></span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><div class="brief "><p class="paragraph">Sampler for the Poisson distribution.</p></div></div> </div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div class="footer"><span class="go-to-top-icon"><a href="#content" id="go-to-top-link"></a></span><span>© 2022 Copyright</span><span class="pull-right"><span>Generated by </span><a href="https://github.com/Kotlin/dokka"><span>dokka</span><span class="padded-icon"></span></a></span></div>
|
|
</div>
|
|
</div>
|
|
|
|
</body></html>
|
|
|
|
|