345 lines
41 KiB
HTML
345 lines
41 KiB
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<title>space.kscience.kmath.samplers</title>
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</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/logo-styles.css" rel="Stylesheet"><link href="../../../styles/jetbrains-mono.css" rel="Stylesheet"><link href="../../../styles/main.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" async></script>
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<div class="main-content" id="content" pageids="kmath-stat::space.kscience.kmath.samplers////PointingToDeclaration//-443365019">
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<div class="breadcrumbs"><a href="../../index.html">kmath-stat</a>/<a href="index.html">space.kscience.kmath.samplers</a></div>
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<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>
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<div class="cover ">
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<h1 class="cover"><span>Package space.</span><wbr><span>kscience.</span><wbr><span>kmath.</span><wbr><span>samplers</span></h1>
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</div>
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<div class="tabbedcontent">
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<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>
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<div class="tabs-section-body">
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<h2 class="">Types</h2>
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<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>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-ahrens-dieter-exponential-sampler/index.html">AhrensDieterExponentialSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-533873934%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-ahrens-dieter-exponential-sampler/index.html">AhrensDieterExponentialSampler</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>) : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</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>
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</div>
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<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="brief "><a data-name="-533873934%2FClasslikes%2F-443365019" anchor-label="AhrensDieterExponentialSampler" id="-533873934%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampling from an <a href="http://mathworld.wolfram.com/ExponentialDistribution.html">exponential distribution</a>.</div></div>
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</div>
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</div>
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</div>
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<a data-name="-1454518558%2FClasslikes%2F-443365019" anchor-label="AhrensDieterMarsagliaTsangGammaSampler" id="-1454518558%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-ahrens-dieter-marsaglia-tsang-gamma-sampler/index.html">AhrensDieterMarsagliaTsangGammaSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1454518558%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-ahrens-dieter-marsaglia-tsang-gamma-sampler/index.html">AhrensDieterMarsagliaTsangGammaSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</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>
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</div>
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<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="brief "><a data-name="-1454518558%2FClasslikes%2F-443365019" anchor-label="AhrensDieterMarsagliaTsangGammaSampler" id="-1454518558%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampling from the <a href="http://mathworld.wolfram.com/GammaDistribution.html">gamma distribution</a>.</div></div>
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</div>
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</div>
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</div>
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</div>
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<a data-name="2039416215%2FClasslikes%2F-443365019" anchor-label="AliasMethodDiscreteSampler" id="2039416215%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-alias-method-discrete-sampler/index.html">AliasMethodDiscreteSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2039416215%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">open class <a href="-alias-method-discrete-sampler/index.html">AliasMethodDiscreteSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</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>
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</div>
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<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="brief "><a data-name="2039416215%2FClasslikes%2F-443365019" anchor-label="AliasMethodDiscreteSampler" id="2039416215%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Distribution sampler that uses the Alias method.</div></div>
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</div>
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</div>
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</div>
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<a data-name="2053876811%2FClasslikes%2F-443365019" anchor-label="BlockingDoubleSampler" id="2053876811%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-blocking-double-sampler/index.html">BlockingDoubleSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2053876811%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">interface <a href="-blocking-double-sampler/index.html">BlockingDoubleSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</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>
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</div>
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</div>
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</div>
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<a data-name="675750573%2FClasslikes%2F-443365019" anchor-label="BoxMullerSampler" id="675750573%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-box-muller-sampler/index.html">BoxMullerSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="675750573%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">object <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></div>
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</div>
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<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="brief "><a data-name="675750573%2FClasslikes%2F-443365019" anchor-label="BoxMullerSampler" id="675750573%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><a href="https://en.wikipedia.org/wiki/Box%E2%80%93Muller_transform">Box-Muller algorithm</a> for sampling from a Gaussian distribution.</div></div>
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</div>
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</div>
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</div>
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</div>
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<a data-name="1457235081%2FClasslikes%2F-443365019" anchor-label="ConstantSampler" id="1457235081%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-constant-sampler/index.html">ConstantSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1457235081%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-constant-sampler/index.html">ConstantSampler</a><<a href="-constant-sampler/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>>(const: <a href="-constant-sampler/index.html">T</a>) : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="-constant-sampler/index.html">T</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>
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</div>
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</div>
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</div>
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</div>
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<a data-name="325292768%2FClasslikes%2F-443365019" anchor-label="GaussianSampler" id="325292768%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class=""><span class="inline-flex"><a href="-gaussian-sampler/index.html">GaussianSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="325292768%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-gaussian-sampler/index.html">GaussianSampler</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>, standardDeviation: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>, normalized: <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></div>
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<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="brief "><a data-name="325292768%2FClasslikes%2F-443365019" anchor-label="GaussianSampler" id="325292768%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampling from a Gaussian distribution with given mean and standard deviation.</div></div>
|
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</div>
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||
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</div>
|
||
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</div>
|
||
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</div>
|
||
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<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">
|
||
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<div class="main-subrow keyValue ">
|
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<div class=""><span class="inline-flex"><a href="-kemp-small-mean-poisson-sampler/index.html">KempSmallMeanPoissonSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1139170303%2FClasslikes%2F-443365019"></span>
|
||
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
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</span></span></div>
|
||
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<div>
|
||
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<div class="platform-tags ">
|
||
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<div class="platform-tag common-like">common</div>
|
||
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</div>
|
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
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|
||
|
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<div>
|
||
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|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-kemp-small-mean-poisson-sampler/index.html">KempSmallMeanPoissonSampler</a> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</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>
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</div>
|
||
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<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="brief "><a data-name="1139170303%2FClasslikes%2F-443365019" anchor-label="KempSmallMeanPoissonSampler" id="1139170303%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampler for the Poisson distribution.</div></div>
|
||
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</div>
|
||
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</div>
|
||
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</div>
|
||
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</div>
|
||
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<a data-name="-1830557522%2FClasslikes%2F-443365019" anchor-label="LargeMeanPoissonSampler" id="-1830557522%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
||
|
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
|
||
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<div class="main-subrow keyValue ">
|
||
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<div class=""><span class="inline-flex"><a href="-large-mean-poisson-sampler/index.html">LargeMeanPoissonSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1830557522%2FClasslikes%2F-443365019"></span>
|
||
|
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
||
|
|
</span></span></div>
|
||
|
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<div>
|
||
|
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<div class="platform-tags ">
|
||
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<div class="platform-tag common-like">common</div>
|
||
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</div>
|
||
|
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
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|
||
|
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<div>
|
||
|
|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-large-mean-poisson-sampler/index.html">LargeMeanPoissonSampler</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>) : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</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>
|
||
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</div>
|
||
|
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<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="brief "><a data-name="-1830557522%2FClasslikes%2F-443365019" anchor-label="LargeMeanPoissonSampler" id="-1830557522%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampler for the Poisson distribution.</div></div>
|
||
|
|
</div>
|
||
|
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</div>
|
||
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</div>
|
||
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</div>
|
||
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<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">
|
||
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<div class="main-subrow keyValue ">
|
||
|
|
<div class=""><span class="inline-flex"><a href="-marsaglia-normalized-gaussian-sampler/index.html">MarsagliaNormalizedGaussianSampler</a><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="platform-tags ">
|
||
|
|
<div class="platform-tag common-like">common</div>
|
||
|
|
</div>
|
||
|
|
<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
|
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|
||
|
|
<div>
|
||
|
|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">object <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></div>
|
||
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</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="brief "><a data-name="1017372936%2FClasslikes%2F-443365019" anchor-label="MarsagliaNormalizedGaussianSampler" id="1017372936%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><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.</div></div>
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
|
</div>
|
||
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</div>
|
||
|
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<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">
|
||
|
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<div class="main-subrow keyValue ">
|
||
|
|
<div class=""><span class="inline-flex"><a href="-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><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="platform-tags ">
|
||
|
|
<div class="platform-tag common-like">common</div>
|
||
|
|
</div>
|
||
|
|
<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
|
|
|
||
|
|
<div>
|
||
|
|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">fun fun interface <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></div>
|
||
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</div>
|
||
|
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<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="brief "><a data-name="-1057807369%2FClasslikes%2F-443365019" anchor-label="NormalizedGaussianSampler" id="-1057807369%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>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>.</div></div>
|
||
|
|
</div>
|
||
|
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</div>
|
||
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</div>
|
||
|
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</div>
|
||
|
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<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"><a href="-small-mean-poisson-sampler/index.html">SmallMeanPoissonSampler</a><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="platform-tags ">
|
||
|
|
<div class="platform-tag common-like">common</div>
|
||
|
|
</div>
|
||
|
|
<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
|
|
|
||
|
|
<div>
|
||
|
|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">class <a href="-small-mean-poisson-sampler/index.html">SmallMeanPoissonSampler</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>) : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</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>
|
||
|
|
<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="brief "><a data-name="-1311611038%2FClasslikes%2F-443365019" anchor-label="SmallMeanPoissonSampler" id="-1311611038%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampler for the Poisson distribution.</div></div>
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
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</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">
|
||
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<div class="main-subrow keyValue ">
|
||
|
|
<div class=""><span class="inline-flex"><a href="-ziggurat-normalized-gaussian-sampler/index.html">ZigguratNormalizedGaussianSampler</a><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="platform-tags ">
|
||
|
|
<div class="platform-tag common-like">common</div>
|
||
|
|
</div>
|
||
|
|
<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
|
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|
||
|
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<div>
|
||
|
|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">object <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></div>
|
||
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</div>
|
||
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<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="brief "><a data-name="819348150%2FClasslikes%2F-443365019" anchor-label="ZigguratNormalizedGaussianSampler" id="819348150%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><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.</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"><a href="-kemp-small-mean-poisson-sampler.html">KempSmallMeanPoissonSampler</a><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="platform-tags ">
|
||
|
|
<div class="platform-tag common-like">common</div>
|
||
|
|
</div>
|
||
|
|
<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
|
||
|
|
|
||
|
|
<div>
|
||
|
|
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">fun <a href="-kemp-small-mean-poisson-sampler.html">KempSmallMeanPoissonSampler</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>): <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>
|
||
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|
</div>
|
||
|
|
</div>
|
||
|
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</div>
|
||
|
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</div>
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
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<a data-name="1853178489%2FFunctions%2F-443365019" anchor-label="PoissonSampler" id="1853178489%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
||
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<div class=""><span class="inline-flex"><a href="-poisson-sampler.html">PoissonSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1853178489%2FFunctions%2F-443365019"></span>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">fun <a href="-poisson-sampler.html">PoissonSampler</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>): <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</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>
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<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="brief "><a data-name="1853178489%2FFunctions%2F-443365019" anchor-label="PoissonSampler" id="1853178489%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampler for the Poisson distribution.</div></div>
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