forked from kscience/kmath
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HTML
167 lines
19 KiB
HTML
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<title>NormalDistribution</title>
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</head><body><link href="../../../../../images/logo-icon.svg" rel="icon" type="image/svg"><script>var pathToRoot = "../../../";</script><script type="text/javascript" src="../../../scripts/sourceset_dependencies.js" async></script><link href="../../../styles/style.css" rel="Stylesheet"><link href="../../../styles/logo-styles.css" rel="Stylesheet"><link href="../../../styles/jetbrains-mono.css" rel="Stylesheet"><link href="../../../styles/main.css" rel="Stylesheet"><script type="text/javascript" src="../../../scripts/clipboard.js" async></script><script type="text/javascript" src="../../../scripts/navigation-loader.js" async></script><script type="text/javascript" src="../../../scripts/platform-content-handler.js" async></script><script type="text/javascript" src="../../../scripts/main.js" async></script>
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<div class="main-content" id="content" pageids="kmath-stat::space.kscience.kmath.distributions/NormalDistribution///PointingToDeclaration//-443365019">
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<div class="breadcrumbs"><a href="../../index.html">kmath-stat</a>/<a href="../index.html">space.kscience.kmath.distributions</a>/<a href="index.html">NormalDistribution</a></div>
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<div class="filter-section" id="filter-section"><button class="platform-tag platform-selector common-like" data-active="" data-filter=":kmath-stat:dokkaHtmlPartial/commonMain">common</button></div>
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<div class="cover ">
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<h1 class="cover"><span>Normal</span><wbr><span>Distribution</span></h1>
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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="index.html">NormalDistribution</a>(sampler: <a href="../../space.kscience.kmath.samplers/-gaussian-sampler/index.html">GaussianSampler</a>) : <a href="../-univariate-distribution/index.html">UnivariateDistribution</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>> <span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><p class="paragraph">Implements <a href="../-univariate-distribution/index.html">UnivariateDistribution</a> for the normal (gaussian) distribution.</p></div></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="Constructors">Constructors</button><button class="section-tab" data-togglable="Functions">Functions</button><button class="section-tab" data-togglable="Properties">Properties</button><button class="section-tab" data-togglable="Sources">Sources</button></div>
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<div class="tabs-section-body">
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<h2 class="tabbedcontent">Constructors</h2>
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<div class="table" data-togglable="Constructors"><a data-name="142160507%2FConstructors%2F-443365019" anchor-label="NormalDistribution" id="142160507%2FConstructors%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 TabbedContent">
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<div class=""><span class="inline-flex"><a href="-normal-distribution.html">NormalDistribution</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="142160507%2FConstructors%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"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">fun <a href="-normal-distribution.html">NormalDistribution</a>(mean: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>, standardDeviation: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>, normalized: <a href="../../space.kscience.kmath.samplers/-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a> = ZigguratNormalizedGaussianSampler)<span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
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<a data-name="700794906%2FConstructors%2F-443365019" anchor-label="NormalDistribution" id="700794906%2FConstructors%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 TabbedContent">
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<div class=""><span class="inline-flex"><a href="-normal-distribution.html">NormalDistribution</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="700794906%2FConstructors%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"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">fun <a href="-normal-distribution.html">NormalDistribution</a>(sampler: <a href="../../space.kscience.kmath.samplers/-gaussian-sampler/index.html">GaussianSampler</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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<h2 class="">Functions</h2>
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<div class="table" data-togglable="Functions"><a data-name="-1348987530%2FFunctions%2F-443365019" anchor-label="cumulative" id="-1348987530%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="cumulative.html">cumulative</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1348987530%2FFunctions%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">open override fun <a href="cumulative.html">cumulative</a>(arg: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</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="-1348987530%2FFunctions%2F-443365019" anchor-label="cumulative" id="-1348987530%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-1348987530%2FFunctions%2F-443365019" anchor-label="cumulative" id="-1348987530%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Cumulative distribution for ordered parameter (CDF)</div></div>
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<a data-name="420813440%2FFunctions%2F-443365019" anchor-label="probability" id="420813440%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="probability.html">probability</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="420813440%2FFunctions%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">open override fun <a href="probability.html">probability</a>(arg: <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</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="420813440%2FFunctions%2F-443365019" anchor-label="probability" id="420813440%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="420813440%2FFunctions%2F-443365019" anchor-label="probability" id="420813440%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>A probability value for given argument <a href="probability.html">arg</a>.</div></div>
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</div>
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<a data-name="-2023704531%2FFunctions%2F-443365019" anchor-label="sample" id="-2023704531%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="sample.html">sample</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2023704531%2FFunctions%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="platform-tags ">
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<div class="platform-tag common-like">common</div>
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<div class="title"><div class="divergent-group" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="with-platform-tags"><span class="pull-right"></span></div>
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<div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace">open override fun <a href="sample.html">sample</a>(generator: <a href="../../space.kscience.kmath.stat/-random-generator/index.html">RandomGenerator</a>): <a href="../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><<a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a>><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
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<a data-name="-2023704531%2FFunctions%2F-443365019" anchor-label="sample" id="-2023704531%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="brief "><a data-name="-2023704531%2FFunctions%2F-443365019" anchor-label="sample" id="-2023704531%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>Generates a chain of samples.</div></div>
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<h2 class="">Properties</h2>
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<div class="table" data-togglable="Properties"><a data-name="-2022638895%2FProperties%2F-443365019" anchor-label="sampler" id="-2022638895%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="sampler.html">sampler</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2022638895%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="-2022638895%2FProperties%2F-443365019" anchor-label="sampler" id="-2022638895%2FProperties%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">val <a href="sampler.html">sampler</a>: <a href="../../space.kscience.kmath.samplers/-gaussian-sampler/index.html">GaussianSampler</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
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<h2 class="">Sources</h2>
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<div class="table" data-togglable="Sources"><a data-name="-1856500450%2FSource%2F-443365019" anchor-label="https://github.com/mipt-npm/kmath/tree/master/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt#L16" id="-1856500450%2FSource%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class=""><span class="inline-flex"><a href="https://github.com/mipt-npm/kmath/tree/master/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt#L16">common source</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1856500450%2FSource%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>
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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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