203 lines
29 KiB
HTML
203 lines
29 KiB
HTML
<html>
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<title>space.kscience.kmath.distributions</title>
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</head><body><link href="../../images/logo-icon.svg" rel="icon" type="image/svg"><script>var pathToRoot = "../../";</script>
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<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")
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<div class="library-name"><a href="../../index.html"><span>kmath</span></a></div>
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<div class="main-content" id="content" pageids="kmath-stat::space.kscience.kmath.distributions////PointingToDeclaration//-443365019">
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<div class="breadcrumbs"><a href="../index.html">kmath-stat</a>/<a href="index.html">space.kscience.kmath.distributions</a></div>
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<div class="cover ">
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<h1 class="cover"><span><span>Package</span></span> <span>space.</span><wbr><span>kscience.</span><wbr><span>kmath.</span><wbr><span><span>distributions</span></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="939489221%2FClasslikes%2F-443365019" anchor-label="Distribution" id="939489221%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">
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<div><a href="-distribution/index.html"><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="939489221%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><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="-distribution/index.html">T</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">A distribution of typed objects.</p></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="2105256946%2FClasslikes%2F-443365019" anchor-label="Distribution1D" id="2105256946%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">
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<div><a href="-distribution1-d/index.html"><span><span>Distribution1D</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2105256946%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-distribution1-d/index.html">Distribution1D</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution1-d/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution1-d/index.html">T</a><span class="token operator">></span><span class="token operator">></span> : <a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution1-d/index.html">T</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>
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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="267407106%2FClasslikes%2F-443365019" anchor-label="DistributionBuilder" id="267407106%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">
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<div><a href="-distribution-builder/index.html"><span>Distribution</span><wbr><span><span>Builder</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="267407106%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-distribution-builder/index.html">DistributionBuilder</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution-builder/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</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>
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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="-2081153626%2FClasslikes%2F-443365019" anchor-label="FactorizedDistribution" id="-2081153626%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">
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<div><a href="-factorized-distribution/index.html"><span>Factorized</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2081153626%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-factorized-distribution/index.html">FactorizedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-factorized-distribution/index.html">T</a><span class="token operator">></span><span class="token punctuation">(</span>distributions<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-collection/index.html">Collection</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-factorized-distribution/index.html">T</a><span class="token operator">></span><span class="token operator">></span><span class="token punctuation">)</span> : <a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-factorized-distribution/index.html">T</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">A multivariate distribution that has independent distributions for separate axis.</p></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="-103856164%2FClasslikes%2F-443365019" anchor-label="NamedDistribution" id="-103856164%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">
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<div><a href="-named-distribution/index.html"><span>Named</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-103856164%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution/index.html">T</a><span class="token operator">></span> : <a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html">Map</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="-named-distribution/index.html">T</a><span class="token operator">></span><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">A multivariate distribution that takes a map of parameters.</p></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="-1747781357%2FClasslikes%2F-443365019" anchor-label="NamedDistributionWrapper" id="-1747781357%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">
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<div><a href="-named-distribution-wrapper/index.html"><span>Named</span><wbr><span>Distribution</span><wbr><span><span>Wrapper</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1747781357%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-named-distribution-wrapper/index.html">NamedDistributionWrapper</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution-wrapper/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token operator">></span><span class="token punctuation">(</span>name<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a><span class="token punctuation">, </span>distribution<span class="token operator">: </span><a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution-wrapper/index.html">T</a><span class="token operator">></span><span class="token punctuation">)</span> : <a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution-wrapper/index.html">T</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>
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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="-1856500450%2FClasslikes%2F-443365019" anchor-label="NormalDistribution" id="-1856500450%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">
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<div><a href="-normal-distribution/index.html"><span>Normal</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1856500450%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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="-normal-distribution/index.html">NormalDistribution</a><span class="token punctuation">(</span>sampler<span class="token operator">: </span><a href="../space.kscience.kmath.samplers/-gaussian-sampler/index.html">GaussianSampler</a><span class="token punctuation">)</span> : <a href="-distribution1-d/index.html">Distribution1D</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">Implements <a href="-distribution1-d/index.html">Distribution1D</a> for the normal (gaussian) distribution.</p></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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</div>
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<h2 class="">Functions</h2>
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<div class="table" data-togglable="Functions"><a data-name="-1655631276%2FFunctions%2F-443365019" anchor-label="integral" id="-1655631276%2FFunctions%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">
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<div><a href="integral.html"><span><span>integral</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1655631276%2FFunctions%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="title">
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<div class="platform-hinted with-platform-tabs" data-platform-hinted="data-platform-hinted">
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<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>
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<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><span class="token operator"><</span><span class="token keyword"></span><a href="integral.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><span class="token operator"><</span><span class="token keyword"></span><a href="integral.html">T</a><span class="token operator">></span><span class="token operator">> </span><a href="-distribution1-d/index.html">Distribution1D</a><span class="token operator"><</span><span class="token keyword"></span><a href="integral.html">T</a><span class="token operator">></span><span class="token punctuation">.</span><a href="integral.html"><span class="token function">integral</span></a><span class="token punctuation">(</span>from<span class="token operator">: </span><a href="integral.html">T</a><span class="token punctuation">, </span>to<span class="token operator">: </span><a href="integral.html">T</a><span class="token punctuation">)</span><span class="token operator">: </span><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 class="brief "><p class="paragraph">Compute probability integral in an interval</p></div></div> </div>
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<div><a href="-normal-distribution.html"><span>Normal</span><wbr><span><span>Distribution</span></span></a></div>
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<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="-normal-distribution.html"><span class="token function">NormalDistribution</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>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="../space.kscience.kmath.samplers/-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><span class="token operator"> = </span>ZigguratNormalizedGaussianSampler<span class="token punctuation">)</span><span class="token operator">: </span><a href="-normal-distribution/index.html">NormalDistribution</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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