forked from kscience/kmath
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205 lines
23 KiB
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><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.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>Package space.</span><wbr><span>kscience.</span><wbr><span>kmath.</span><wbr><span>distributions</span></h1>
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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"><a href="-distribution/index.html">Distribution</a><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 class="platform-tags ">
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<div class="platform-tag common-like">common</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">interface <a href="-distribution/index.html">Distribution</a><<a href="-distribution/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><<a href="-distribution/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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<a data-name="939489221%2FClasslikes%2F-443365019" anchor-label="Distribution" id="939489221%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="939489221%2FClasslikes%2F-443365019" anchor-label="Distribution" id="939489221%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A distribution of typed objects.</div></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"><a href="-distribution-builder/index.html">DistributionBuilder</a><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="platform-tags ">
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<div class="platform-tag common-like">common</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="-distribution-builder/index.html">DistributionBuilder</a><<a href="-distribution-builder/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</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="-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=""><span class="inline-flex"><a href="-factorized-distribution/index.html">FactorizedDistribution</a><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="platform-tags ">
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<div class="platform-tag common-like">common</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="-factorized-distribution/index.html">FactorizedDistribution</a><<a href="-factorized-distribution/index.html">T</a>>(distributions: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-collection/index.html">Collection</a><<a href="-named-distribution/index.html">NamedDistribution</a><<a href="-factorized-distribution/index.html">T</a>>>) : <a href="-named-distribution/index.html">NamedDistribution</a><<a href="-factorized-distribution/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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<a data-name="-2081153626%2FClasslikes%2F-443365019" anchor-label="FactorizedDistribution" id="-2081153626%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-2081153626%2FClasslikes%2F-443365019" anchor-label="FactorizedDistribution" id="-2081153626%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A multivariate distribution that has independent distributions for separate axis.</div></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=""><span class="inline-flex"><a href="-named-distribution/index.html">NamedDistribution</a><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="platform-tags ">
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<div class="platform-tag common-like">common</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">interface <a href="-named-distribution/index.html">NamedDistribution</a><<a href="-named-distribution/index.html">T</a>> : <a href="-distribution/index.html">Distribution</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html">Map</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a>, <a href="-named-distribution/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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<a data-name="-103856164%2FClasslikes%2F-443365019" anchor-label="NamedDistribution" id="-103856164%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-103856164%2FClasslikes%2F-443365019" anchor-label="NamedDistribution" id="-103856164%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A multivariate distribution that takes a map of parameters.</div></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"><a href="-named-distribution-wrapper/index.html">NamedDistributionWrapper</a><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="platform-tags ">
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<div class="platform-tag common-like">common</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="-named-distribution-wrapper/index.html">NamedDistributionWrapper</a><<a href="-named-distribution-wrapper/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>>(name: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a>, distribution: <a href="-distribution/index.html">Distribution</a><<a href="-named-distribution-wrapper/index.html">T</a>>) : <a href="-named-distribution/index.html">NamedDistribution</a><<a href="-named-distribution-wrapper/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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<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=""><span class="inline-flex"><a href="-normal-distribution/index.html">NormalDistribution</a><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="platform-tags ">
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<div class="platform-tag common-like">common</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="-normal-distribution/index.html">NormalDistribution</a>(sampler: <a href="../space.kscience.kmath.samplers/-gaussian-sampler/index.html">GaussianSampler</a>) : <a href="-univariate-distribution/index.html">UnivariateDistribution</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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<a data-name="-1856500450%2FClasslikes%2F-443365019" anchor-label="NormalDistribution" id="-1856500450%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-1856500450%2FClasslikes%2F-443365019" anchor-label="NormalDistribution" id="-1856500450%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Implements <a href="-univariate-distribution/index.html">UnivariateDistribution</a> for the normal (gaussian) distribution.</div></div>
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<a data-name="330068837%2FClasslikes%2F-443365019" anchor-label="UnivariateDistribution" id="330068837%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="-univariate-distribution/index.html">UnivariateDistribution</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="330068837%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 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">interface <a href="-univariate-distribution/index.html">UnivariateDistribution</a><<a href="-univariate-distribution/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><<a href="-univariate-distribution/index.html">T</a>>> : <a href="-distribution/index.html">Distribution</a><<a href="-univariate-distribution/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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<h2 class="">Functions</h2>
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<div class="table" data-togglable="Functions"><a data-name="653381383%2FFunctions%2F-443365019" anchor-label="integral" id="653381383%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=""><span class="inline-flex"><a href="integral.html">integral</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="653381383%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="platform-tags ">
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<div class="platform-tag common-like">common</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">fun <<a href="integral.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><<a href="integral.html">T</a>>> <a href="-univariate-distribution/index.html">UnivariateDistribution</a><<a href="integral.html">T</a>>.<a href="integral.html">integral</a>(from: <a href="integral.html">T</a>, to: <a href="integral.html">T</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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<a data-name="653381383%2FFunctions%2F-443365019" anchor-label="integral" id="653381383%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="653381383%2FFunctions%2F-443365019" anchor-label="integral" id="653381383%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Compute probability integral in an interval</div></div>
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