forked from kscience/kmath
170 lines
24 KiB
HTML
170 lines
24 KiB
HTML
<!doctype html>
|
|
<html>
|
|
<head>
|
|
<meta name="viewport" content="width=device-width, initial-scale=1" charset="UTF-8">
|
|
<title>Distribution</title>
|
|
<link href="../../../images/logo-icon.svg" rel="icon" type="image/svg"><script>var pathToRoot = "../../../";</script> <script>const storage = localStorage.getItem("dokka-dark-mode")
|
|
if (storage == null) {
|
|
const osDarkSchemePreferred = window.matchMedia && window.matchMedia('(prefers-color-scheme: dark)').matches
|
|
if (osDarkSchemePreferred === true) {
|
|
document.getElementsByTagName("html")[0].classList.add("theme-dark")
|
|
}
|
|
} else {
|
|
const savedDarkMode = JSON.parse(storage)
|
|
if(savedDarkMode === true) {
|
|
document.getElementsByTagName("html")[0].classList.add("theme-dark")
|
|
}
|
|
}
|
|
</script>
|
|
<script type="text/javascript" src="../../../scripts/sourceset_dependencies.js" async></script>
|
|
<link href="../../../styles/style.css" rel="Stylesheet">
|
|
<link href="../../../styles/jetbrains-mono.css" rel="Stylesheet">
|
|
<link href="../../../styles/main.css" rel="Stylesheet">
|
|
<link href="../../../styles/prism.css" rel="Stylesheet">
|
|
<link href="../../../styles/logo-styles.css" rel="Stylesheet">
|
|
<script type="text/javascript" src="../../../scripts/clipboard.js" async></script>
|
|
<script type="text/javascript" src="../../../scripts/navigation-loader.js" async></script>
|
|
<script type="text/javascript" src="../../../scripts/platform-content-handler.js" async></script>
|
|
<script type="text/javascript" src="../../../scripts/main.js" defer></script>
|
|
<script type="text/javascript" src="../../../scripts/prism.js" async></script>
|
|
<script type="text/javascript" src="../../../scripts/symbol-parameters-wrapper_deferred.js" defer></script></head>
|
|
<body>
|
|
<div class="navigation-wrapper" id="navigation-wrapper">
|
|
<div id="leftToggler"><span class="icon-toggler"></span></div>
|
|
<div class="library-name">
|
|
<a href="../../../index.html">
|
|
<span>kmath</span> </a> </div>
|
|
<div>0.3.1-dev-RC
|
|
</div>
|
|
<div class="pull-right d-flex">
|
|
<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>
|
|
<button id="theme-toggle-button"><span id="theme-toggle"></span></button>
|
|
<div id="searchBar"></div>
|
|
</div>
|
|
</div>
|
|
<div id="container">
|
|
<div id="leftColumn">
|
|
<div id="sideMenu"></div>
|
|
</div>
|
|
<div id="main">
|
|
<div class="main-content" data-page-type="classlike" id="content" pageids="kmath-stat::space.kscience.kmath.distributions/Distribution///PointingToDeclaration//-443365019">
|
|
<div class="breadcrumbs"><a href="../../index.html">kmath-stat</a><span class="delimiter">/</span><a href="../index.html">space.kscience.kmath.distributions</a><span class="delimiter">/</span><span class="current">Distribution</span></div>
|
|
<div class="cover ">
|
|
<h1 class="cover"><span><span>Distribution</span></span></h1>
|
|
<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="index.html">Distribution</a><span class="token operator"><</span><span class="token keyword"></span><a href="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="index.html">T</a><span class="token operator">> </span><span class="clearfix"><span class="floating-right">(<a href="https://github.com/SciProgCentre/kmath/tree/master/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/Distribution.kt#L15">source</a>)</span></span></div><p class="paragraph">A distribution of typed objects.</p><h4 class="">Inheritors</h4><div class="table"><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"><div><a href="../-distribution1-d/index.html">Distribution1D</a></div></span></div><div></div></div></div><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"><div><a href="../-named-distribution/index.html">NamedDistribution</a></div></span></div><div></div></div></div></div></div></div>
|
|
</div>
|
|
<div class="tabbedcontent">
|
|
<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="CONSTRUCTOR,TYPE,FUNCTION,PROPERTY">Members</button><button class="section-tab" data-togglable="CONSTRUCTOR,TYPE,FUNCTION,PROPERTY,EXTENSION_PROPERTY,EXTENSION_FUNCTION">Members & Extensions</button></div>
|
|
<div class="tabs-section-body">
|
|
<div data-togglable="TYPE">
|
|
<h2 class="">Types</h2>
|
|
<div class="table"><a data-name="-1959337465%2FClasslikes%2F-443365019" anchor-label="Companion" id="-1959337465%2FClasslikes%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<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">
|
|
<div><a href="-companion/index.html"><span><span>Companion</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1959337465%2FClasslikes%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<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">object </span><a href="-companion/index.html">Companion</a></div><div class="brief "><p class="paragraph">An empty companion. Distribution factories should be written as its extensions.</p></div></div></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div data-togglable="FUNCTION">
|
|
<h2 class="">Functions</h2>
|
|
<div class="table"><a data-name="-1123462462%2FFunctions%2F-443365019" anchor-label="next" id="-1123462462%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-togglable="EXTENSION_FUNCTION" 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">
|
|
<div><a href="../../space.kscience.kmath.stat/next.html"><span><span>next</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1123462462%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<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">suspend </span><span class="token keyword">fun </span><span class="token operator"><</span><span class="token keyword"></span><a href="../../space.kscience.kmath.stat/next.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="../../space.kscience.kmath.stat/next.html">T</a><span class="token operator">></span><span class="token punctuation">.</span><a href="../../space.kscience.kmath.stat/next.html"><span class="token function">next</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="../../space.kscience.kmath.random/-random-generator/index.html">RandomGenerator</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../space.kscience.kmath.stat/next.html">T</a></div><div class="brief "><p class="paragraph">Samples one value from this <a href="../../space.kscience.kmath.stat/-sampler/index.html">Sampler</a>.</p></div></div></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="12250362%2FFunctions%2F-443365019" anchor-label="nextBuffer" id="12250362%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-togglable="EXTENSION_FUNCTION" 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">
|
|
<div><a href="../../space.kscience.kmath.stat/next-buffer.html"><span>next</span><wbr><span><span>Buffer</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="12250362%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<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">suspend </span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">></span><span class="token punctuation">.</span><a href="../../space.kscience.kmath.stat/next-buffer.html"><span class="token function">nextBuffer</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="../../space.kscience.kmath.random/-random-generator/index.html">RandomGenerator</a><span class="token punctuation">, </span></span><span class="parameter ">size<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</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">Samples a <a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a> of values from this <a href="../../space.kscience.kmath.stat/-sampler/index.html">Sampler</a>.</p></div></div></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="279101976%2FFunctions%2F-443365019" anchor-label="probability" id="279101976%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<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">
|
|
<div><a href="probability.html"><span><span>probability</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="279101976%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<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">abstract </span><span class="token keyword"></span><span class="token keyword">fun </span><a href="probability.html"><span class="token function">probability</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">arg<span class="token operator">: </span><a href="index.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">A probability value for given argument <a href="probability.html">arg</a>. For continuous distributions returns PDF</p></div></div></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="2074937669%2FFunctions%2F-443365019" anchor-label="sample" id="2074937669%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<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">
|
|
<div><a href="sample.html"><span><span>sample</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2074937669%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<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">abstract </span><span class="token keyword">override </span><span class="token keyword">fun </span><a href="sample.html"><span class="token function">sample</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="../../space.kscience.kmath.random/-random-generator/index.html">RandomGenerator</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><span class="token operator"><</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">></span></div><div class="brief "><p class="paragraph">Generates a chain of samples.</p></div></div></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<a data-name="-789832458%2FFunctions%2F-443365019" anchor-label="sampleBuffer" id="-789832458%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
|
|
<div class="table-row" data-togglable="EXTENSION_FUNCTION" 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">
|
|
<div><a href="../../space.kscience.kmath.stat/sample-buffer.html"><span>sample</span><wbr><span><span>Buffer</span></span></a></div>
|
|
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-789832458%2FFunctions%2F-443365019"></span>
|
|
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
|
|
</span></span></div>
|
|
<div>
|
|
<div class="title">
|
|
<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"><div class="block"><div class="block"><span class="token annotation builtin">@</span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html"><span class="token annotation builtin">JvmName</span></a><span class="token punctuation">(</span><span>name<span class="token operator"> = </span><span class="breakable-word"><span class="token string">"sampleRealBuffer"</span></span></span><wbr><span class="token punctuation">)</span></div></div><span class="token keyword"></span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">></span><span class="token punctuation">.</span><a href="../../space.kscience.kmath.stat/sample-buffer.html"><span class="token function">sampleBuffer</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="../../space.kscience.kmath.random/-random-generator/index.html">RandomGenerator</a><span class="token punctuation">, </span></span><span class="parameter ">size<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><span class="token operator"><</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">></span><span class="token operator">></span></div><div class="brief "><p class="paragraph">Generates <a href="../../space.kscience.kmath.stat/sample-buffer.html">size</a> real samples and chunks them into some buffers.</p></div><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation builtin">@</span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html"><span class="token annotation builtin">JvmName</span></a><span class="token punctuation">(</span><span>name<span class="token operator"> = </span><span class="breakable-word"><span class="token string">"sampleIntBuffer"</span></span></span><wbr><span class="token punctuation">)</span></div></div><span class="token keyword"></span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.stat/-sampler/index.html">Sampler</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">></span><span class="token punctuation">.</span><a href="../../space.kscience.kmath.stat/sample-buffer.html"><span class="token function">sampleBuffer</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="../../space.kscience.kmath.random/-random-generator/index.html">RandomGenerator</a><span class="token punctuation">, </span></span><span class="parameter ">size<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><span class="token operator"><</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator"><</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token operator">></span><span class="token operator">></span></div><div class="brief "><p class="paragraph">Generates <a href="../../space.kscience.kmath.stat/sample-buffer.html">size</a> integer samples and chunks them into some buffers.</p></div><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="../../space.kscience.kmath.stat/sample-buffer.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="../../space.kscience.kmath.stat/sample-buffer.html">T</a><span class="token operator">></span><span class="token punctuation">.</span><a href="../../space.kscience.kmath.stat/sample-buffer.html"><span class="token function">sampleBuffer</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="../../space.kscience.kmath.random/-random-generator/index.html">RandomGenerator</a><span class="token punctuation">, </span></span><span class="parameter ">size<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="token punctuation">, </span></span><span class="parameter ">bufferFactory<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer-factory/index.html">BufferFactory</a><span class="token operator"><</span><span class="token keyword"></span><a href="../../space.kscience.kmath.stat/sample-buffer.html">T</a><span class="token operator">></span><span class="token operator"> = </span>BufferFactory.boxing()</span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><span class="token operator"><</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator"><</span><span class="token keyword"></span><a href="../../space.kscience.kmath.stat/sample-buffer.html">T</a><span class="token operator">></span><span class="token operator">></span></div><div class="brief "><p class="paragraph">Sample a bunch of values</p></div></div></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div class="footer">
|
|
<span class="go-to-top-icon"><a href="#content" id="go-to-top-link"></a></span><span>© 2023 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>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html>
|
|
|