forked from kscience/kmath
693 lines
92 KiB
HTML
693 lines
92 KiB
HTML
<html>
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<head>
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<meta name="viewport" content="width=device-width, initial-scale=1" charset="UTF-8">
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<title>space.kscience.kmath.stat</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 id="container">
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<div id="leftColumn"><a href="../../index.html">
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<div id="logo"></div>
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</a>
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<div id="paneSearch"></div>
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<div id="sideMenu"></div>
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<div id="main">
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<script type="text/javascript" src="../../scripts/main.js"></script><div id="leftToggler"><span class="icon-toggler"></span></div>
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<div class="main-content" id="content" pageids="kmath-stat::space.kscience.kmath.stat////PointingToDeclaration//-1564890614">
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<div class="navigation-wrapper" id="navigation-wrapper">
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<div class="breadcrumbs"><a href="../index.html">kmath-stat</a>/<a href="index.html">space.kscience.kmath.stat</a></div>
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<div class="pull-right d-flex">
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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><button class="platform-tag platform-selector jvm-like" data-active="" data-filter=":kmath-stat:dokkaHtmlPartial/jvmMain">jvm</button></div>
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<div id="searchBar"></div>
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</div>
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</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>stat</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><button class="section-tab" data-togglable="Properties">Properties</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="-2082645628%2FClasslikes%2F-443365019" anchor-label="BasicSampler" id="-2082645628%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="-basic-sampler/index.html">BasicSampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2082645628%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="-basic-sampler/index.html">BasicSampler</a><out <a href="-basic-sampler/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>>(chainBuilder: (<a href="-random-generator/index.html">RandomGenerator</a>) -> <a href="../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><<a href="-basic-sampler/index.html">T</a>>) : <a href="-sampler/index.html">Sampler</a><<a href="-basic-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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<a data-name="-2082645628%2FClasslikes%2F-443365019" anchor-label="BasicSampler" id="-2082645628%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-2082645628%2FClasslikes%2F-443365019" anchor-label="BasicSampler" id="-2082645628%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Implements <a href="-sampler/index.html">Sampler</a> by delegating sampling to value of <a href="-basic-sampler/chain-builder.html">chainBuilder</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="913819657%2FClasslikes%2F-443365019" anchor-label="BlockingStatistic" id="913819657%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-statistic/index.html">BlockingStatistic</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="913819657%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">fun fun interface <a href="-blocking-statistic/index.html">BlockingStatistic</a><in <a href="-blocking-statistic/index.html">T</a>, out <a href="-blocking-statistic/index.html">R</a>> : <a href="-statistic/index.html">Statistic</a><<a href="-blocking-statistic/index.html">T</a>, <a href="-blocking-statistic/index.html">R</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="913819657%2FClasslikes%2F-443365019" anchor-label="BlockingStatistic" id="913819657%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="913819657%2FClasslikes%2F-443365019" anchor-label="BlockingStatistic" id="913819657%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A statistic that is computed in a synchronous blocking mode</div></div>
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</div>
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</div>
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</div>
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<a data-name="1341580833%2FClasslikes%2F-443365019" anchor-label="ComposableStatistic" id="1341580833%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="-composable-statistic/index.html">ComposableStatistic</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1341580833%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="-composable-statistic/index.html">ComposableStatistic</a><in <a href="-composable-statistic/index.html">T</a>, <a href="-composable-statistic/index.html">I</a>, out <a href="-composable-statistic/index.html">R</a>> : <a href="-statistic/index.html">Statistic</a><<a href="-composable-statistic/index.html">T</a>, <a href="-composable-statistic/index.html">R</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="1341580833%2FClasslikes%2F-443365019" anchor-label="ComposableStatistic" id="1341580833%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="1341580833%2FClasslikes%2F-443365019" anchor-label="ComposableStatistic" id="1341580833%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A statistic tha could be computed separately on different blocks of data and then composed</div></div>
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</div>
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</div>
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</div>
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<a data-name="914793920%2FClasslikes%2F-443365019" anchor-label="ConstantSampler" id="914793920%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="914793920%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><out <a href="-constant-sampler/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>>(value: <a href="-constant-sampler/index.html">T</a>) : <a href="-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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<a data-name="914793920%2FClasslikes%2F-443365019" anchor-label="ConstantSampler" id="914793920%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="914793920%2FClasslikes%2F-443365019" anchor-label="ConstantSampler" id="914793920%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Implements <a href="-sampler/index.html">Sampler</a> by sampling only certain <a href="-constant-sampler/value.html">value</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="497695852%2FClasslikes%2F-443365019" anchor-label="DefaultGenerator" id="497695852%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="-default-generator/index.html">DefaultGenerator</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="497695852%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="-default-generator/index.html">DefaultGenerator</a>(random: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.random/-random/index.html">Random</a>) : <a href="-random-generator/index.html">RandomGenerator</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="497695852%2FClasslikes%2F-443365019" anchor-label="DefaultGenerator" id="497695852%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="497695852%2FClasslikes%2F-443365019" anchor-label="DefaultGenerator" id="497695852%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Implements <a href="-random-generator/index.html">RandomGenerator</a> by delegating all operations to <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.random/-random/index.html">Random</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="-575903930%2FClasslikes%2F-443365019" anchor-label="MCScope" id="-575903930%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="-m-c-scope/index.html">MCScope</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-575903930%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="-m-c-scope/index.html">MCScope</a>(coroutineContext: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.coroutines/-coroutine-context/index.html">CoroutineContext</a>, random: <a href="-random-generator/index.html">RandomGenerator</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="-575903930%2FClasslikes%2F-443365019" anchor-label="MCScope" id="-575903930%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-575903930%2FClasslikes%2F-443365019" anchor-label="MCScope" id="-575903930%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A scope for a Monte-Carlo computations or multi-coroutine random number generation.</div></div>
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</div>
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</div>
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</div>
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<a data-name="2080768281%2FClasslikes%2F-443365019" anchor-label="Mean" id="2080768281%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="-mean/index.html">Mean</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2080768281%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="-mean/index.html">Mean</a><<a href="-mean/index.html">T</a>>(group: <a href="../../kmath-core/space.kscience.kmath.operations/-ring/index.html">Ring</a><<a href="-mean/index.html">T</a>>, division: (<a href="-mean/index.html">T</a>, count: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a>) -> <a href="-mean/index.html">T</a>) : <a href="-composable-statistic/index.html">ComposableStatistic</a><<a href="-mean/index.html">T</a>, <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-pair/index.html">Pair</a><<a href="-mean/index.html">T</a>, <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a>>, <a href="-mean/index.html">T</a>> , <a href="-blocking-statistic/index.html">BlockingStatistic</a><<a href="-mean/index.html">T</a>, <a href="-mean/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="2080768281%2FClasslikes%2F-443365019" anchor-label="Mean" id="2080768281%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="2080768281%2FClasslikes%2F-443365019" anchor-label="Mean" id="2080768281%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Arithmetic mean</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="-1363509196%2FClasslikes%2F-443365019" anchor-label="Median" id="-1363509196%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="-median/index.html">Median</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1363509196%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="-median/index.html">Median</a><<a href="-median/index.html">T</a>>(comparator: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparator/index.html">Comparator</a><<a href="-median/index.html">T</a>>) : <a href="-blocking-statistic/index.html">BlockingStatistic</a><<a href="-median/index.html">T</a>, <a href="-median/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="-1363509196%2FClasslikes%2F-443365019" anchor-label="Median" id="-1363509196%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-1363509196%2FClasslikes%2F-443365019" anchor-label="Median" id="-1363509196%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Non-composable median</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="1608049798%2FClasslikes%2F-443365019" anchor-label="RandomChain" id="1608049798%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="-random-chain/index.html">RandomChain</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1608049798%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="-random-chain/index.html">RandomChain</a><out <a href="-random-chain/index.html">R</a>>(generator: <a href="-random-generator/index.html">RandomGenerator</a>, gen: suspend <a href="-random-generator/index.html">RandomGenerator</a>.() -> <a href="-random-chain/index.html">R</a>) : <a href="../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><<a href="-random-chain/index.html">R</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="1608049798%2FClasslikes%2F-443365019" anchor-label="RandomChain" id="1608049798%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="1608049798%2FClasslikes%2F-443365019" anchor-label="RandomChain" id="1608049798%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A possibly stateful chain producing random values.</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="368348596%2FClasslikes%2F-443365019" anchor-label="RandomGenerator" id="368348596%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="-random-generator/index.html">RandomGenerator</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="368348596%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="-random-generator/index.html">RandomGenerator</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="368348596%2FClasslikes%2F-443365019" anchor-label="RandomGenerator" id="368348596%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="368348596%2FClasslikes%2F-443365019" anchor-label="RandomGenerator" id="368348596%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>An interface that is implemented by random number generator algorithms.</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="-882002493%2FClasslikes%2F-541099023" anchor-label="RandomGeneratorProvider" id="-882002493%2FClasslikes%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-random-generator-provider/index.html">RandomGeneratorProvider</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-882002493%2FClasslikes%2F-541099023"></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 jvm-like">jvm</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"><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/jvmMain"><div class="symbol monospace">class <a href="-random-generator-provider/index.html">RandomGeneratorProvider</a>(generator: <a href="-random-generator/index.html#368348596%2FExtensions%2F-541099023">RandomGenerator</a>) : <span data-unresolved-link="org.apache.commons.rng/UniformRandomProvider///PointingToDeclaration/">UniformRandomProvider</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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<a data-name="-882002493%2FClasslikes%2F-541099023" anchor-label="RandomGeneratorProvider" id="-882002493%2FClasslikes%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a><div class="brief "><a data-name="-882002493%2FClasslikes%2F-541099023" anchor-label="RandomGeneratorProvider" id="-882002493%2FClasslikes%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>Implements <span data-unresolved-link="org.apache.commons.rng/UniformRandomProvider///PointingToDeclaration/">UniformRandomProvider</span> by delegating all operations to <a href="-random-generator/index.html#368348596%2FExtensions%2F-541099023">RandomGenerator</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="-2000086353%2FClasslikes%2F-541099023" anchor-label="RandomSourceGenerator" id="-2000086353%2FClasslikes%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="-random-source-generator/index.html">RandomSourceGenerator</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2000086353%2FClasslikes%2F-541099023"></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 jvm-like">jvm</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"><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/jvmMain"><div class="symbol monospace">class <a href="-random-source-generator/index.html">RandomSourceGenerator</a> : <a href="-random-generator/index.html#368348596%2FExtensions%2F-541099023">RandomGenerator</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="-2000086353%2FClasslikes%2F-541099023" anchor-label="RandomSourceGenerator" id="-2000086353%2FClasslikes%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a><div class="brief "><a data-name="-2000086353%2FClasslikes%2F-541099023" anchor-label="RandomSourceGenerator" id="-2000086353%2FClasslikes%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>Implements <a href="-random-generator/index.html#368348596%2FExtensions%2F-541099023">RandomGenerator</a> by delegating all operations to <span data-unresolved-link="org.apache.commons.rng.simple/RandomSource///PointingToDeclaration/">RandomSource</span>.</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="2076692732%2FClasslikes%2F-443365019" anchor-label="Sampler" id="2076692732%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="-sampler/index.html">Sampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2076692732%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">fun fun interface <a href="-sampler/index.html">Sampler</a><out <a href="-sampler/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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</div>
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<a data-name="2076692732%2FClasslikes%2F-443365019" anchor-label="Sampler" id="2076692732%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="2076692732%2FClasslikes%2F-443365019" anchor-label="Sampler" id="2076692732%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sampler that generates chains of values of type <a href="-sampler/index.html">T</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="-2096394208%2FClasslikes%2F-443365019" anchor-label="SamplerSpace" id="-2096394208%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="-sampler-space/index.html">SamplerSpace</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2096394208%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="-sampler-space/index.html">SamplerSpace</a><<a href="-sampler-space/index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>, out <a href="-sampler-space/index.html">S</a> : <a href="../../kmath-core/space.kscience.kmath.operations/-group/index.html">Group</a><<a href="-sampler-space/index.html">T</a>>, <a href="../../kmath-core/space.kscience.kmath.operations/-scale-operations/index.html">ScaleOperations</a><<a href="-sampler-space/index.html">T</a>>>(algebra: <a href="-sampler-space/index.html">S</a>) : <a href="../../kmath-core/space.kscience.kmath.operations/-group/index.html">Group</a><<a href="-sampler/index.html">Sampler</a><<a href="-sampler-space/index.html">T</a>>> , <a href="../../kmath-core/space.kscience.kmath.operations/-scale-operations/index.html">ScaleOperations</a><<a href="-sampler/index.html">Sampler</a><<a href="-sampler-space/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="-2096394208%2FClasslikes%2F-443365019" anchor-label="SamplerSpace" id="-2096394208%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-2096394208%2FClasslikes%2F-443365019" anchor-label="SamplerSpace" id="-2096394208%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A space of samplers.</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="503115764%2FClasslikes%2F-443365019" anchor-label="Statistic" id="503115764%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="-statistic/index.html">Statistic</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="503115764%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">fun fun interface <a href="-statistic/index.html">Statistic</a><in <a href="-statistic/index.html">T</a>, out <a href="-statistic/index.html">R</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="503115764%2FClasslikes%2F-443365019" anchor-label="Statistic" id="503115764%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="503115764%2FClasslikes%2F-443365019" anchor-label="Statistic" id="503115764%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A function, that transforms a buffer of random quantities to some resulting value</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="855971884%2FClasslikes%2F-443365019" anchor-label="UniformDistribution" id="855971884%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="-uniform-distribution/index.html">UniformDistribution</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="855971884%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="-uniform-distribution/index.html">UniformDistribution</a>(range: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.ranges/-closed-floating-point-range/index.html">ClosedFloatingPointRange</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>>) : <a href="../space.kscience.kmath.distributions/-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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</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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|
<a data-name="353418978%2FClasslikes%2F-443365019" anchor-label="UniformDoubleChain" id="353418978%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">
|
|
<div class="main-subrow keyValue ">
|
|
<div class=""><span class="inline-flex"><a href="-uniform-double-chain/index.html">UniformDoubleChain</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="353418978%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>
|
|
<div class="platform-tags ">
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|
<div class="platform-tag common-like">common</div>
|
|
</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="-uniform-double-chain/index.html">UniformDoubleChain</a>(generator: <a href="-random-generator/index.html">RandomGenerator</a>) : <a href="../../kmath-coroutines/space.kscience.kmath.chains/-blocking-double-chain/index.html">BlockingDoubleChain</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="353418978%2FClasslikes%2F-443365019" anchor-label="UniformDoubleChain" id="353418978%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="353418978%2FClasslikes%2F-443365019" anchor-label="UniformDoubleChain" id="353418978%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A type-specific double chunk random chain</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="-1448670153%2FFunctions%2F-541099023" anchor-label="asUniformRandomProvider" id="-1448670153%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="as-uniform-random-provider.html">asUniformRandomProvider</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1448670153%2FFunctions%2F-541099023"></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 jvm-like">jvm</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"><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/jvmMain"><div class="symbol monospace">fun <a href="-random-generator/index.html#368348596%2FExtensions%2F-541099023">RandomGenerator</a>.<a href="as-uniform-random-provider.html">asUniformRandomProvider</a>(): <span data-unresolved-link="org.apache.commons.rng/UniformRandomProvider///PointingToDeclaration/">UniformRandomProvider</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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<a data-name="-1448670153%2FFunctions%2F-541099023" anchor-label="asUniformRandomProvider" id="-1448670153%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a><div class="brief "><a data-name="-1448670153%2FFunctions%2F-541099023" anchor-label="asUniformRandomProvider" id="-1448670153%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>Represent this <a href="-random-generator/index.html#368348596%2FExtensions%2F-541099023">RandomGenerator</a> as commons-rng <span data-unresolved-link="org.apache.commons.rng/UniformRandomProvider///PointingToDeclaration/">UniformRandomProvider</span> preserving and mirroring its current state.</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="-1871419683%2FFunctions%2F-443365019" anchor-label="async" id="-1871419683%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"><a href="async.html">async</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1871419683%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>
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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">inline fun <<a href="async.html">T</a>> <a href="-m-c-scope/index.html">MCScope</a>.<a href="async.html">async</a>(context: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.coroutines/-coroutine-context/index.html">CoroutineContext</a> = EmptyCoroutineContext, start: <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-coroutine-start/index.html">CoroutineStart</a> = CoroutineStart.DEFAULT, crossinline block: suspend <a href="-m-c-scope/index.html">MCScope</a>.() -> <a href="async.html">T</a>): <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-deferred/index.html">Deferred</a><<a href="async.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="-1871419683%2FFunctions%2F-443365019" anchor-label="async" id="-1871419683%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-1871419683%2FFunctions%2F-443365019" anchor-label="async" id="-1871419683%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Specialized async for <a href="-m-c-scope/index.html">MCScope</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="930334433%2FFunctions%2F-443365019" anchor-label="chain" id="930334433%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"><a href="chain.html">chain</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="930334433%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>
|
|
<div class="platform-tags ">
|
|
<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">fun <<a href="chain.html">R</a>> <a href="-random-generator/index.html">RandomGenerator</a>.<a href="chain.html">chain</a>(generator: suspend <a href="-random-generator/index.html">RandomGenerator</a>.() -> <a href="chain.html">R</a>): <a href="-random-chain/index.html">RandomChain</a><<a href="chain.html">R</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="930334433%2FFunctions%2F-443365019" anchor-label="chain" id="930334433%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="930334433%2FFunctions%2F-443365019" anchor-label="chain" id="930334433%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Create a generic random chain with provided <a href="chain.html">generator</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="466500344%2FFunctions%2F-443365019" anchor-label="flow" id="466500344%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"><a href="flow.html">flow</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="466500344%2FFunctions%2F-443365019"></span>
|
|
<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>
|
|
<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">fun <<a href="flow.html">T</a>, <a href="flow.html">I</a>, <a href="flow.html">R</a>> <a href="-composable-statistic/index.html">ComposableStatistic</a><<a href="flow.html">T</a>, <a href="flow.html">I</a>, <a href="flow.html">R</a>>.<a href="flow.html">flow</a>(flow: <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines.flow/-flow/index.html">Flow</a><<a href="../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><<a href="flow.html">T</a>>>, dispatcher: <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-coroutine-dispatcher/index.html">CoroutineDispatcher</a> = Dispatchers.Default): <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines.flow/-flow/index.html">Flow</a><<a href="flow.html">R</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="466500344%2FFunctions%2F-443365019" anchor-label="flow" id="466500344%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="466500344%2FFunctions%2F-443365019" anchor-label="flow" id="466500344%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Perform a streaming statistical analysis on a chunked data.</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="153665288%2FFunctions%2F-541099023" anchor-label="fromSource" id="153665288%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>
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|
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain">
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|
<div class="main-subrow keyValue ">
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|
<div class=""><span class="inline-flex"><a href="from-source.html">fromSource</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="153665288%2FFunctions%2F-541099023"></span>
|
|
<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>
|
|
<div class="platform-tags ">
|
|
<div class="platform-tag jvm-like">jvm</div>
|
|
</div>
|
|
<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"><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/jvmMain"><div class="symbol monospace">fun <a href="-random-generator/-companion/index.html#-15165130%2FExtensions%2F-541099023">RandomGenerator.Companion</a>.<a href="from-source.html">fromSource</a>(source: <span data-unresolved-link="org.apache.commons.rng.simple/RandomSource///PointingToDeclaration/">RandomSource</span>, seed: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-long/index.html">Long</a>? = null): <a href="-random-source-generator/index.html">RandomSourceGenerator</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="153665288%2FFunctions%2F-541099023" anchor-label="fromSource" id="153665288%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a><div class="brief "><a data-name="153665288%2FFunctions%2F-541099023" anchor-label="fromSource" id="153665288%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>Returns <a href="-random-source-generator/index.html">RandomSourceGenerator</a> with given <span data-unresolved-link="org.apache.commons.rng.simple/RandomSource///PointingToDeclaration/">RandomSource</span> and <a href="from-source.html">seed</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="140061633%2FFunctions%2F-443365019" anchor-label="invoke" id="140061633%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"><a href="invoke.html">invoke</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="140061633%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>
|
|
<div class="platform-tags ">
|
|
<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">operator fun <<a href="invoke.html">T</a>, <a href="invoke.html">R</a>> <a href="-blocking-statistic/index.html">BlockingStatistic</a><<a href="invoke.html">T</a>, <a href="invoke.html">R</a>>.<a href="invoke.html">invoke</a>(data: <a href="../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><<a href="invoke.html">T</a>>): <a href="invoke.html">R</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="symbol monospace">suspend operator fun <<a href="invoke.html">T</a>, <a href="invoke.html">R</a>> <a href="-statistic/index.html">Statistic</a><<a href="invoke.html">T</a>, <a href="invoke.html">R</a>>.<a href="invoke.html">invoke</a>(data: <a href="../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><<a href="invoke.html">T</a>>): <a href="invoke.html">R</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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</div>
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</div>
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<a data-name="-1966765703%2FFunctions%2F-443365019" anchor-label="launch" id="-1966765703%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"><a href="launch.html">launch</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1966765703%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 ">
|
|
<div class="platform-tag common-like">common</div>
|
|
</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">inline fun <a href="-m-c-scope/index.html">MCScope</a>.<a href="launch.html">launch</a>(context: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.coroutines/-coroutine-context/index.html">CoroutineContext</a> = EmptyCoroutineContext, start: <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-coroutine-start/index.html">CoroutineStart</a> = CoroutineStart.DEFAULT, crossinline block: suspend <a href="-m-c-scope/index.html">MCScope</a>.() -> <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-unit/index.html">Unit</a>): <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-job/index.html">Job</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="-1966765703%2FFunctions%2F-443365019" anchor-label="launch" id="-1966765703%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-1966765703%2FFunctions%2F-443365019" anchor-label="launch" id="-1966765703%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Specialized launch for <a href="-m-c-scope/index.html">MCScope</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="-783150223%2FFunctions%2F-443365019" anchor-label="mcScope" id="-783150223%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"><a href="mc-scope.html">mcScope</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-783150223%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 ">
|
|
<div class="platform-tag common-like">common</div>
|
|
</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>
|
|
<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">inline suspend fun <<a href="mc-scope.html">T</a>> <a href="mc-scope.html">mcScope</a>(seed: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-long/index.html">Long</a>, block: <a href="-m-c-scope/index.html">MCScope</a>.() -> <a href="mc-scope.html">T</a>): <a href="mc-scope.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="-519286439%2FFunctions%2F-443365019" anchor-label="mcScope" id="-519286439%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-519286439%2FFunctions%2F-443365019" anchor-label="mcScope" id="-519286439%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Launch mc scope with a given seed</div></div>
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<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">inline suspend fun <<a href="mc-scope.html">T</a>> <a href="mc-scope.html">mcScope</a>(generator: <a href="-random-generator/index.html">RandomGenerator</a>, block: <a href="-m-c-scope/index.html">MCScope</a>.() -> <a href="mc-scope.html">T</a>): <a href="mc-scope.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="627935716%2FFunctions%2F-443365019" anchor-label="mcScope" id="627935716%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="627935716%2FFunctions%2F-443365019" anchor-label="mcScope" id="627935716%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Launches a supervised Monte-Carlo scope</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="1295073924%2FFunctions%2F-541099023" anchor-label="mersenneTwister" id="1295073924%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="mersenne-twister.html">mersenneTwister</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1295073924%2FFunctions%2F-541099023"></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 jvm-like">jvm</div>
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</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/jvmMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"><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/jvmMain"><div class="symbol monospace">fun <a href="-random-generator/-companion/index.html#-15165130%2FExtensions%2F-541099023">RandomGenerator.Companion</a>.<a href="mersenne-twister.html">mersenneTwister</a>(seed: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-long/index.html">Long</a>? = null): <a href="-random-source-generator/index.html">RandomSourceGenerator</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="1295073924%2FFunctions%2F-541099023" anchor-label="mersenneTwister" id="1295073924%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a><div class="brief "><a data-name="1295073924%2FFunctions%2F-541099023" anchor-label="mersenneTwister" id="1295073924%2FFunctions%2F-541099023" data-filterable-set=":kmath-stat:dokkaHtmlPartial/jvmMain"></a>Returns <a href="-random-source-generator/index.html">RandomSourceGenerator</a> with <span data-unresolved-link="org.apache.commons.rng.simple/RandomSource.MT///PointingToDeclaration/">RandomSource.MT</span> algorithm and given <a href="mersenne-twister.html">seed</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="1652170129%2FFunctions%2F-443365019" anchor-label="next" id="1652170129%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"><a href="next.html">next</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1652170129%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>
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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">suspend fun <<a href="next.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>> <a href="-sampler/index.html">Sampler</a><<a href="next.html">T</a>>.<a href="next.html">next</a>(generator: <a href="-random-generator/index.html">RandomGenerator</a>): <a href="next.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="1652170129%2FFunctions%2F-443365019" anchor-label="next" id="1652170129%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="1652170129%2FFunctions%2F-443365019" anchor-label="next" id="1652170129%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Samples one value from this <a href="-sampler/index.html">Sampler</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="93786209%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="93786209%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">
|
|
<div class="main-subrow keyValue ">
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|
<div class=""><span class="inline-flex"><a href="sample-buffer.html">sampleBuffer</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="93786209%2FFunctions%2F-443365019"></span>
|
|
<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>
|
|
<div class="platform-tags ">
|
|
<div class="platform-tag common-like">common</div>
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</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>
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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"><div class="block"><div class="block">@<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html">JvmName</a>(<span>name = <span class="breakable-word">sampleRealBuffer</span></span><wbr>)</div></div>fun <a href="-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>>.<a href="sample-buffer.html">sampleBuffer</a>(generator: <a href="-random-generator/index.html">RandomGenerator</a>, size: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a>): <a href="../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><<a href="../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</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="-1427172492%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="-1427172492%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-1427172492%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="-1427172492%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Generates <a href="sample-buffer.html">size</a> real samples and chunks them into some buffers.</div></div>
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|
<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"><div class="block"><div class="block">@<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html">JvmName</a>(<span>name = <span class="breakable-word">sampleIntBuffer</span></span><wbr>)</div></div>fun <a href="-sampler/index.html">Sampler</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a>>.<a href="sample-buffer.html">sampleBuffer</a>(generator: <a href="-random-generator/index.html">RandomGenerator</a>, size: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a>): <a href="../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><<a href="../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</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="500470516%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="500470516%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="500470516%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="500470516%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Generates <a href="sample-buffer.html">size</a> integer samples and chunks them into some buffers.</div></div>
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|
<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">fun <<a href="sample-buffer.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>> <a href="-sampler/index.html">Sampler</a><<a href="sample-buffer.html">T</a>>.<a href="sample-buffer.html">sampleBuffer</a>(generator: <a href="-random-generator/index.html">RandomGenerator</a>, size: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a>, bufferFactory: <a href="../../kmath-core/space.kscience.kmath.structures/-buffer-factory/index.html">BufferFactory</a><<a href="sample-buffer.html">T</a>> = Buffer.Companion::boxing): <a href="../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><<a href="../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><<a href="sample-buffer.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="-482650729%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="-482650729%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-482650729%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="-482650729%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Sample a bunch of values</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="-562747310%2FFunctions%2F-443365019" anchor-label="uniform" id="-562747310%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"><a href="uniform.html">uniform</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-562747310%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>
|
|
<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">fun <a href="../space.kscience.kmath.distributions/-distribution/-companion/index.html">Distribution.Companion</a>.<a href="uniform.html">uniform</a>(range: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.ranges/-closed-floating-point-range/index.html">ClosedFloatingPointRange</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>>): <a href="-uniform-distribution/index.html">UniformDistribution</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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</div>
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</div>
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</div>
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<h2 class="">Properties</h2>
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|
<div class="table" data-togglable="Properties"><a data-name="385434524%2FProperties%2F-443365019" anchor-label="mean" id="385434524%2FProperties%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 ">
|
|
<div class=""><span class="inline-flex"><a href="mean.html">mean</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="385434524%2FProperties%2F-443365019"></span>
|
|
<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>
|
|
<div class="platform-tags ">
|
|
<div class="platform-tag common-like">common</div>
|
|
</div>
|
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><a data-name="385434524%2FProperties%2F-443365019" anchor-label="mean" id="385434524%2FProperties%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">val <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double.Companion</a>.<a href="mean.html">mean</a>: <a href="-mean/index.html">Mean</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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</div>
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<a data-name="-594029924%2FProperties%2F-443365019" anchor-label="mean" id="-594029924%2FProperties%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="mean.html">mean</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-594029924%2FProperties%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">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><a data-name="-594029924%2FProperties%2F-443365019" anchor-label="mean" id="-594029924%2FProperties%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">val <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int.Companion</a>.<a href="mean.html">mean</a>: <a href="-mean/index.html">Mean</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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</div>
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</div>
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</div>
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<a data-name="-27535545%2FProperties%2F-443365019" anchor-label="mean" id="-27535545%2FProperties%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="mean.html">mean</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-27535545%2FProperties%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">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><a data-name="-27535545%2FProperties%2F-443365019" anchor-label="mean" id="-27535545%2FProperties%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">val <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-long/index.html">Long.Companion</a>.<a href="mean.html">mean</a>: <a href="-mean/index.html">Mean</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-long/index.html">Long</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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</div>
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</div>
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</div>
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</div>
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<div class="footer"><span class="go-to-top-icon"><a href="#content"></a></span><span>© 2021 Copyright</span><span class="pull-right"><span>Generated by </span><a href="https://github.com/Kotlin/dokka"><span>dokka</span><span class="padded-icon"></span></a></span></div>
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</body></html>
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