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2023-04-09 11:31:42 +03:00
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<span>kmath</span> </a> </div>
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<div class="main-content" data-page-type="package" id="content" pageids="kmath-stat::space.kscience.kmath.distributions////PointingToDeclaration//-443365019">
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<div class="breadcrumbs"><a href="../index.html">kmath-stat</a><span class="delimiter">/</span><span class="current">space.kscience.kmath.distributions</span></div>
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<div class="cover ">
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<h1 class="cover"><span><span>Package-level</span></span> <span><span>declarations</span></span></h1>
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</div>
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<div class="tabbedcontent">
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<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="TYPE">Types</button><button class="section-tab" data-togglable="FUNCTION,EXTENSION_FUNCTION">Functions</button></div>
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<div class="tabs-section-body">
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<div data-togglable="TYPE">
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<h2 class="">Types</h2>
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<div class="table"><a data-name="939489221%2FClasslikes%2F-443365019" anchor-label="Distribution" id="939489221%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex">
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<div><a href="-distribution/index.html"><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="939489221%2FClasslikes%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">interface </span><a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token operator">></span> : <a href="../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution/index.html">T</a><span class="token operator">> </span></div><div class="brief "><p class="paragraph">A distribution of typed objects.</p></div></div></div>
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</div>
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<a data-name="2105256946%2FClasslikes%2F-443365019" anchor-label="Distribution1D" id="2105256946%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex">
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<div><a href="-distribution1-d/index.html"><span><span>Distribution1D</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2105256946%2FClasslikes%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">interface </span><a href="-distribution1-d/index.html">Distribution1D</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution1-d/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution1-d/index.html">T</a><span class="token operator">></span><span class="token operator">></span> : <a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution1-d/index.html">T</a><span class="token operator">> </span></div></div></div>
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</div>
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</div>
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</div>
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<a data-name="267407106%2FClasslikes%2F-443365019" anchor-label="DistributionBuilder" id="267407106%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex">
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<div><a href="-distribution-builder/index.html"><span>Distribution</span><wbr><span><span>Builder</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="267407106%2FClasslikes%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-distribution-builder/index.html">DistributionBuilder</a><span class="token operator"><</span><span class="token keyword"></span><a href="-distribution-builder/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token operator">></span></div></div></div>
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</div>
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</div>
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</div>
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</div>
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<a data-name="-2081153626%2FClasslikes%2F-443365019" anchor-label="FactorizedDistribution" id="-2081153626%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex">
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<div><a href="-factorized-distribution/index.html"><span>Factorized</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2081153626%2FClasslikes%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-factorized-distribution/index.html">FactorizedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-factorized-distribution/index.html">T</a><span class="token operator">></span><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>distributions<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-collection/index.html">Collection</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-factorized-distribution/index.html">T</a><span class="token operator">></span><span class="token operator">></span></span></span><span class="token punctuation">)</span> : <a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-factorized-distribution/index.html">T</a><span class="token operator">> </span></div><div class="brief "><p class="paragraph">A multivariate distribution that has independent distributions for separate axis.</p></div></div></div>
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</div>
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</div>
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<a data-name="-103856164%2FClasslikes%2F-443365019" anchor-label="NamedDistribution" id="-103856164%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class=""><span class="inline-flex">
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<div><a href="-named-distribution/index.html"><span>Named</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-103856164%2FClasslikes%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">interface </span><a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution/index.html">T</a><span class="token operator">></span> : <a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html">Map</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="-named-distribution/index.html">T</a><span class="token operator">></span><span class="token operator">> </span></div><div class="brief "><p class="paragraph">A multivariate distribution that takes a map of parameters.</p></div></div></div>
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<a data-name="-1747781357%2FClasslikes%2F-443365019" anchor-label="NamedDistributionWrapper" id="-1747781357%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div><a href="-named-distribution-wrapper/index.html"><span>Named</span><wbr><span>Distribution</span><wbr><span><span>Wrapper</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1747781357%2FClasslikes%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-named-distribution-wrapper/index.html">NamedDistributionWrapper</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution-wrapper/index.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token operator">></span><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>name<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a><span class="token punctuation">, </span></span><span class="parameter "><span class="token keyword">val </span>distribution<span class="token operator">: </span><a href="-distribution/index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution-wrapper/index.html">T</a><span class="token operator">></span></span></span><span class="token punctuation">)</span> : <a href="-named-distribution/index.html">NamedDistribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="-named-distribution-wrapper/index.html">T</a><span class="token operator">> </span></div></div></div>
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<a data-name="-1856500450%2FClasslikes%2F-443365019" anchor-label="NormalDistribution" id="-1856500450%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class=""><span class="inline-flex">
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<div><a href="-normal-distribution/index.html"><span>Normal</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1856500450%2FClasslikes%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-normal-distribution/index.html">NormalDistribution</a><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>sampler<span class="token operator">: </span><a href="../space.kscience.kmath.samplers/-gaussian-sampler/index.html">GaussianSampler</a></span></span><span class="token punctuation">)</span> : <a href="-distribution1-d/index.html">Distribution1D</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">> </span></div><div class="brief "><p class="paragraph">Implements <a href="-distribution1-d/index.html">Distribution1D</a> for the normal (gaussian) distribution.</p></div></div></div>
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<a data-name="-1785557951%2FClasslikes%2F-443365019" anchor-label="UniformDistribution" id="-1785557951%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex">
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<div><a href="-uniform-distribution/index.html"><span>Uniform</span><wbr><span><span>Distribution</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1785557951%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-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-uniform-distribution/index.html">UniformDistribution</a><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>range<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.ranges/-closed-floating-point-range/index.html">ClosedFloatingPointRange</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">></span></span></span><span class="token punctuation">)</span> : <a href="-distribution1-d/index.html">Distribution1D</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">> </span></div></div></div>
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<div data-togglable="FUNCTION">
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<h2 class="">Functions</h2>
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<div class="table"><a data-name="-1655631276%2FFunctions%2F-443365019" anchor-label="integral" id="-1655631276%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-togglable="EXTENSION_FUNCTION" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div><a href="integral.html"><span><span>integral</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1655631276%2FFunctions%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><span class="token operator"><</span><span class="token keyword"></span><a href="integral.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><span class="token operator"><</span><span class="token keyword"></span><a href="integral.html">T</a><span class="token operator">></span><span class="token operator">> </span><a href="-distribution1-d/index.html">Distribution1D</a><span class="token operator"><</span><span class="token keyword"></span><a href="integral.html">T</a><span class="token operator">></span><span class="token punctuation">.</span><a href="integral.html"><span class="token function">integral</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">from<span class="token operator">: </span><a href="integral.html">T</a><span class="token punctuation">, </span></span><span class="parameter ">to<span class="token operator">: </span><a href="integral.html">T</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a></div><div class="brief "><p class="paragraph">Compute probability integral in an interval</p></div></div></div>
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<a data-name="1114688262%2FFunctions%2F-443365019" anchor-label="NormalDistribution" id="1114688262%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div class=""><span class="inline-flex">
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<div><a href="-normal-distribution.html"><span>Normal</span><wbr><span><span>Distribution</span></span></a></div>
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2022-04-12 11:30:54 +03:00
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1114688262%2FFunctions%2F-443365019"></span>
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2023-04-09 11:31:42 +03:00
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-normal-distribution.html"><span class="token function">NormalDistribution</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">mean<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">, </span></span><span class="parameter ">standardDeviation<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">, </span></span><span class="parameter ">normalized<span class="token operator">: </span><a href="../space.kscience.kmath.samplers/-normalized-gaussian-sampler/index.html">NormalizedGaussianSampler</a><span class="token operator"> = </span>ZigguratNormalizedGaussianSampler</span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="-normal-distribution/index.html">NormalDistribution</a></div></div></div>
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<a data-name="461306909%2FFunctions%2F-443365019" anchor-label="uniform" id="461306909%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-togglable="EXTENSION_FUNCTION" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
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<div><a href="uniform.html"><span><span>uniform</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="461306909%2FFunctions%2F-443365019"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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</span></span></div>
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<div>
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<div class="title">
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-distribution/-companion/index.html">Distribution.Companion</a><span class="token punctuation">.</span><a href="uniform.html"><span class="token function">uniform</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">range<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.ranges/-closed-floating-point-range/index.html">ClosedFloatingPointRange</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">></span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="-uniform-distribution/index.html">UniformDistribution</a></div></div></div>
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2023-04-09 11:31:42 +03:00
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2021-05-08 18:18:11 +03:00
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