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<html>
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<title>SingularValueDecompositionFeature</title>
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<div class="main-content" id="content" pageids="kmath-core::space.kscience.kmath.linear/SingularValueDecompositionFeature///PointingToDeclaration//244675578">
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<div class="breadcrumbs"><a href="../../index.html">kmath-core</a>/<a href="../index.html">space.kscience.kmath.linear</a>/<a href="index.html">SingularValueDecompositionFeature</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-core:dokkaHtmlPartial/commonMain">common</button></div>
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<h1 class="cover"><span>Singular</span><wbr><span>Value</span><wbr><span>Decomposition</span><wbr><span>Feature</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-core:dokkaHtmlPartial/commonMain"><div class="symbol monospace">interface <a href="index.html">SingularValueDecompositionFeature</a>&lt;out <a href="index.html">T</a> : <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a>&gt; : <a href="../-matrix-feature/index.html">MatrixFeature</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">Matrices with this feature support SVD: a = <a href="u.html">u</a> &amp;middot; <a href="s.html">s</a> &amp;middot; <a href="v.html">v</a><sup>H</sup> where a is the owning matrix.</p></div></div>
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</div>
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<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="Properties">Properties</button><button class="section-tab" data-togglable="Parameters">Parameters</button><button class="section-tab" data-togglable="Sources">Sources</button></div>
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<div class="tabs-section-body">
<h2 class="">Parameters</h2>
<div data-togglable="Parameters">
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<div class="platform-hinted WithExtraAttributes" data-platform-hinted="data-platform-hinted" data-togglable="Parameters"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-core:dokkaHtmlPartial/commonMain"><div data-togglable="Parameters"><div class="table" data-togglable="Parameters"><div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"><div class="main-subrow keyValue WithExtraAttributes"><div class=""><span class="inline-flex">T</span></div><div><div class="title"><div data-togglable="Parameters"><p class="paragraph">the type of matrices' items.</p></div></div></div></div></div></div></div></div></div>
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</div>
<h2 class="">Properties</h2>
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<div class="table" data-togglable="Properties"><a data-name="138222088%2FProperties%2F244675578" anchor-label="key" id="138222088%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex"><a href="index.html#138222088%2FProperties%2F244675578">key</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="138222088%2FProperties%2F244675578"></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="platform-tags ">
<div class="platform-tag common-like">common</div>
</div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-core:dokkaHtmlPartial/commonMain"><a data-name="138222088%2FProperties%2F244675578" anchor-label="key" id="138222088%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">open val <a href="index.html#138222088%2FProperties%2F244675578">key</a>: <a href="../../space.kscience.kmath.misc/index.html#2124566189%2FClasslikes%2F244675578">FeatureKey</a>&lt;<a href="../../space.kscience.kmath.nd/-structure-feature/index.html">StructureFeature</a>&gt;<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="brief "><a data-name="138222088%2FProperties%2F244675578" anchor-label="key" id="138222088%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>A key used for extraction</div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-701767436%2FProperties%2F244675578" anchor-label="s" id="-701767436%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="s.html">s</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-701767436%2FProperties%2F244675578"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="platform-tags ">
<div class="platform-tag common-like">common</div>
</div>
<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-core:dokkaHtmlPartial/commonMain"><a data-name="-701767436%2FProperties%2F244675578" anchor-label="s" id="-701767436%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">abstract val <a href="s.html">s</a>: <a href="../index.html#-828842962%2FClasslikes%2F244675578">Matrix</a>&lt;<a href="index.html">T</a>&gt;<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="brief "><a data-name="-701767436%2FProperties%2F244675578" anchor-label="s" id="-701767436%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>The matrix in this decomposition.</div></div></div>
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</div>
</div>
</div>
</div>
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<a data-name="1833809850%2FProperties%2F244675578" anchor-label="singularValues" id="1833809850%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="singular-values.html">singularValues</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1833809850%2FProperties%2F244675578"></span>
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</span></span></div>
<div>
<div class="platform-tags ">
<div class="platform-tag common-like">common</div>
</div>
<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-core:dokkaHtmlPartial/commonMain"><a data-name="1833809850%2FProperties%2F244675578" anchor-label="singularValues" id="1833809850%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">abstract val <a href="singular-values.html">singularValues</a>: <a href="../index.html#-1940126653%2FClasslikes%2F244675578">Point</a>&lt;<a href="index.html">T</a>&gt;<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="brief "><a data-name="1833809850%2FProperties%2F244675578" anchor-label="singularValues" id="1833809850%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>The buffer of singular values of this SVD.</div></div></div>
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</div>
</div>
</div>
</div>
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<a data-name="-639727822%2FProperties%2F244675578" anchor-label="u" id="-639727822%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="u.html">u</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-639727822%2FProperties%2F244675578"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="platform-tags ">
<div class="platform-tag common-like">common</div>
</div>
<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-core:dokkaHtmlPartial/commonMain"><a data-name="-639727822%2FProperties%2F244675578" anchor-label="u" id="-639727822%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">abstract val <a href="u.html">u</a>: <a href="../index.html#-828842962%2FClasslikes%2F244675578">Matrix</a>&lt;<a href="index.html">T</a>&gt;<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="brief "><a data-name="-639727822%2FProperties%2F244675578" anchor-label="u" id="-639727822%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>The matrix in this decomposition.</div></div></div>
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</div>
</div>
</div>
</div>
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<a data-name="-608708015%2FProperties%2F244675578" anchor-label="v" id="-608708015%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div class=""><span class="inline-flex"><a href="v.html">v</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-608708015%2FProperties%2F244675578"></span>
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<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="platform-tags ">
<div class="platform-tag common-like">common</div>
</div>
<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-core:dokkaHtmlPartial/commonMain"><a data-name="-608708015%2FProperties%2F244675578" anchor-label="v" id="-608708015%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace">abstract val <a href="v.html">v</a>: <a href="../index.html#-828842962%2FClasslikes%2F244675578">Matrix</a>&lt;<a href="index.html">T</a>&gt;<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="brief "><a data-name="-608708015%2FProperties%2F244675578" anchor-label="v" id="-608708015%2FProperties%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>The matrix in this decomposition.</div></div></div>
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</div>
</div>
</div>
</div>
</div>
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<h2 class="">Sources</h2>
<div class="table" data-togglable="Sources"><a data-name="-1539759156%2FSource%2F244675578" anchor-label="https://github.com/mipt-npm/kmath/tree/master/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixFeatures.kt#L154" id="-1539759156%2FSource%2F244675578" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-core:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex"><a href="https://github.com/mipt-npm/kmath/tree/master/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixFeatures.kt#L154">common source</a><span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1539759156%2FSource%2F244675578"></span>
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