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260 lines
39 KiB
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<title>space.kscience.kmath.tensors.core</title>
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<div class="library-name"><a href="../../index.html"><span>kmath</span></a></div>
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<div class="main-content" id="content" pageids="kmath-tensors::space.kscience.kmath.tensors.core////PointingToDeclaration//-1345790395">
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<div class="breadcrumbs"><a href="../index.html">kmath-tensors</a>/<a href="index.html">space.kscience.kmath.tensors.core</a></div>
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<div class="cover ">
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<h1 class="cover"><span><span>Package</span></span> <span>space.</span><wbr><span>kscience.</span><wbr><span>kmath.</span><wbr><span>tensors.</span><wbr><span>core</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="-917530272%2FClasslikes%2F-1345790395" anchor-label="BroadcastDoubleTensorAlgebra" id="-917530272%2FClasslikes%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain">
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<div class="main-subrow keyValue ">
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<div><a href="-broadcast-double-tensor-algebra/index.html"><span>Broadcast</span><wbr><span>Double</span><wbr><span>Tensor</span><wbr><span><span>Algebra</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-917530272%2FClasslikes%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation">@</span><a href="../../kmath-core/space.kscience.kmath.misc/-performance-pitfall/index.html"><span class="token annotation">PerformancePitfall</span></a></div></div><span class="token keyword">object </span><a href="-broadcast-double-tensor-algebra/index.html">BroadcastDoubleTensorAlgebra</a> : <a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</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="brief "><p class="paragraph">Basic linear algebra operations implemented with broadcasting. For more information: https://pytorch.org/docs/stable/notes/broadcasting.html</p></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="-1266582939%2FClasslikes%2F-1345790395" anchor-label="BufferedTensor" id="-1266582939%2FClasslikes%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="-buffered-tensor/index.html"><span>Buffered</span><wbr><span><span>Tensor</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1266582939%2FClasslikes%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">class </span><a href="-buffered-tensor/index.html">BufferedTensor</a><span class="token operator"><</span><span class="token keyword"></span><a href="-buffered-tensor/index.html">T</a><span class="token operator">></span> : <a href="../../kmath-core/space.kscience.kmath.nd/-mutable-structure-n-d/index.html">MutableStructureND</a><span class="token operator"><</span><span class="token keyword"></span><a href="-buffered-tensor/index.html">T</a><span class="token operator">> </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 class="brief "><p class="paragraph">Represents <a href="../space.kscience.kmath.tensors.api/index.html#-1680022905%2FClasslikes%2F-1345790395">Tensor</a> over a <a href="../../kmath-core/space.kscience.kmath.structures/-mutable-buffer/index.html">MutableBuffer</a> intended to be used through <a href="-double-tensor/index.html">DoubleTensor</a> and <a href="-int-tensor/index.html">IntTensor</a></p></div></div></div>
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<a data-name="666375219%2FClasslikes%2F-1345790395" anchor-label="DoubleTensor" id="666375219%2FClasslikes%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="-double-tensor/index.html"><span>Double</span><wbr><span><span>Tensor</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="666375219%2FClasslikes%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-double-tensor/index.html">DoubleTensor</a> : <a href="-buffered-tensor/index.html">BufferedTensor</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="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 "><p class="paragraph">Default <a href="-buffered-tensor/index.html">BufferedTensor</a> implementation for <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a> values</p></div></div></div>
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</div>
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</div>
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<a data-name="-596189209%2FClasslikes%2F-1345790395" anchor-label="DoubleTensorAlgebra" id="-596189209%2FClasslikes%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="-double-tensor-algebra/index.html"><span>Double</span><wbr><span>Tensor</span><wbr><span><span>Algebra</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-596189209%2FClasslikes%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">class </span><a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</a> : <a href="../space.kscience.kmath.tensors.api/-tensor-partial-division-algebra/index.html">TensorPartialDivisionAlgebra</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 punctuation">, </span><span class="token keyword"></span><a href="../../kmath-core/space.kscience.kmath.operations/-double-field/index.html">DoubleField</a><span class="token operator">> </span>, <a href="../space.kscience.kmath.tensors.api/-analytic-tensor-algebra/index.html">AnalyticTensorAlgebra</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 punctuation">, </span><span class="token keyword"></span><a href="../../kmath-core/space.kscience.kmath.operations/-double-field/index.html">DoubleField</a><span class="token operator">> </span>, <a href="../space.kscience.kmath.tensors.api/-linear-ops-tensor-algebra/index.html">LinearOpsTensorAlgebra</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 punctuation">, </span><span class="token keyword"></span><a href="../../kmath-core/space.kscience.kmath.operations/-double-field/index.html">DoubleField</a><span class="token operator">> </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 class="brief "><p class="paragraph">Implementation of basic operations over double tensors and basic algebra operations on them.</p></div></div></div>
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<a data-name="-862489795%2FClasslikes%2F-1345790395" anchor-label="IntTensor" id="-862489795%2FClasslikes%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="-int-tensor/index.html"><span>Int</span><wbr><span><span>Tensor</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-862489795%2FClasslikes%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-int-tensor/index.html">IntTensor</a> : <a href="-buffered-tensor/index.html">BufferedTensor</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="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 "><p class="paragraph">Default <a href="-buffered-tensor/index.html">BufferedTensor</a> implementation for <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a> values</p></div></div></div>
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</div>
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<a data-name="-597509936%2FClasslikes%2F-1345790395" anchor-label="TensorLinearStructure" id="-597509936%2FClasslikes%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="-tensor-linear-structure/index.html"><span>Tensor</span><wbr><span>Linear</span><wbr><span><span>Structure</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-597509936%2FClasslikes%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">class </span><a href="-tensor-linear-structure/index.html">TensorLinearStructure</a><span class="token punctuation">(</span>shape<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int-array/index.html">IntArray</a><span class="token punctuation">)</span> : <a href="../../kmath-core/space.kscience.kmath.nd/-strides/index.html">Strides</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="brief "><p class="paragraph">This <a href="../../kmath-core/space.kscience.kmath.nd/-strides/index.html">Strides</a> implementation follows the last dimension first convention For more information: https://numpy.org/doc/stable/reference/generated/numpy.ndarray.strides.html</p></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="-1699635806%2FFunctions%2F-1345790395" anchor-label="copyArray" id="-1699635806%2FFunctions%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="copy-array.html"><span>copy</span><wbr><span><span>Array</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1699635806%2FFunctions%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-double-tensor/index.html">DoubleTensor</a><span class="token punctuation">.</span><a href="copy-array.html"><span class="token function">copyArray</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double-array/index.html">DoubleArray</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="brief "><p class="paragraph">Returns a copy-protected <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double-array/index.html">DoubleArray</a> of tensor elements</p></div><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-int-tensor/index.html">IntTensor</a><span class="token punctuation">.</span><a href="copy-array.html"><span class="token function">copyArray</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int-array/index.html">IntArray</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="brief "><p class="paragraph">Returns a copy-protected <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int-array/index.html">IntArray</a> of tensor elements</p></div></div></div>
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<a data-name="-1608671210%2FFunctions%2F-1345790395" anchor-label="one" id="-1608671210%2FFunctions%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain">
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<div class=""><span class="inline-flex">
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<div><a href="one.html"><span><span>one</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1608671210%2FFunctions%2F-1345790395"></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="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-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation">@</span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html"><span class="token annotation">JvmName</span></a><span class="token punctuation">(</span><span>name<span class="token operator"> = </span><span class="breakable-word"><span class="token string">"varArgOne"</span></span></span><wbr><span class="token punctuation">)</span></div></div><span class="token keyword"></span><span class="token keyword">fun </span><a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</a><span class="token punctuation">.</span><a href="one.html"><span class="token function">one</span></a><span class="token punctuation">(</span><span class="token keyword">vararg </span>shape<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 class="token operator">: </span><a href="-double-tensor/index.html">DoubleTensor</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"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</a><span class="token punctuation">.</span><a href="one.html"><span class="token function">one</span></a><span class="token punctuation">(</span>shape<span class="token operator">: </span><a href="../../kmath-core/space.kscience.kmath.nd/-shape/index.html">Shape</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="-double-tensor/index.html">DoubleTensor</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="-1825815162%2FFunctions%2F-1345790395" anchor-label="toDoubleTensor" id="-1825815162%2FFunctions%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="to-double-tensor.html"><span>to</span><wbr><span>Double</span><wbr><span><span>Tensor</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1825815162%2FFunctions%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="../space.kscience.kmath.tensors.api/index.html#-1680022905%2FClasslikes%2F-1345790395">Tensor</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="to-double-tensor.html"><span class="token function">toDoubleTensor</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="-double-tensor/index.html">DoubleTensor</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="brief "><p class="paragraph">Casts <a href="../space.kscience.kmath.tensors.api/index.html#-1680022905%2FClasslikes%2F-1345790395">Tensor</a> of <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a> to <a href="-double-tensor/index.html">DoubleTensor</a></p></div></div></div>
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<a data-name="-826744482%2FFunctions%2F-1345790395" anchor-label="toIntTensor" id="-826744482%2FFunctions%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="to-int-tensor.html"><span>to</span><wbr><span>Int</span><wbr><span><span>Tensor</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-826744482%2FFunctions%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><a href="../space.kscience.kmath.tensors.api/index.html#-1680022905%2FClasslikes%2F-1345790395">Tensor</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="to-int-tensor.html"><span class="token function">toIntTensor</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="-int-tensor/index.html">IntTensor</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="brief "><p class="paragraph">Casts <a href="../space.kscience.kmath.tensors.api/index.html#-1680022905%2FClasslikes%2F-1345790395">Tensor</a> of <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a> to <a href="-int-tensor/index.html">IntTensor</a></p></div></div></div>
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<a data-name="1669981028%2FFunctions%2F-1345790395" anchor-label="withBroadcast" id="1669981028%2FFunctions%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="with-broadcast.html"><span>with</span><wbr><span><span>Broadcast</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1669981028%2FFunctions%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation">@</span><a href="../../kmath-core/space.kscience.kmath.misc/-unstable-k-math-a-p-i/index.html"><span class="token annotation">UnstableKMathAPI</span></a></div><div class="block"><span class="token annotation">@</span><a href="../../kmath-core/space.kscience.kmath.misc/-performance-pitfall/index.html"><span class="token annotation">PerformancePitfall</span></a></div></div><span class="token keyword"></span><span class="token keyword">fun </span><span class="token operator"><</span><span class="token keyword"></span><a href="with-broadcast.html">R</a><span class="token operator">> </span><a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</a><span class="token punctuation">.</span><a href="with-broadcast.html"><span class="token function">withBroadcast</span></a><span class="token punctuation">(</span>block<span class="token operator">: </span><span class="token keyword"></span><a href="-broadcast-double-tensor-algebra/index.html">BroadcastDoubleTensorAlgebra</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -> </span><span class="token keyword"></span><a href="with-broadcast.html">R</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="with-broadcast.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="brief "><p class="paragraph">Compute a value using broadcast double tensor algebra</p></div></div></div>
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<a data-name="-266712770%2FFunctions%2F-1345790395" anchor-label="zero" id="-266712770%2FFunctions%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="zero.html"><span><span>zero</span></span></a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-266712770%2FFunctions%2F-1345790395"></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-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation">@</span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html"><span class="token annotation">JvmName</span></a><span class="token punctuation">(</span><span>name<span class="token operator"> = </span><span class="breakable-word"><span class="token string">"varArgZero"</span></span></span><wbr><span class="token punctuation">)</span></div></div><span class="token keyword"></span><span class="token keyword">fun </span><a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</a><span class="token punctuation">.</span><a href="zero.html"><span class="token function">zero</span></a><span class="token punctuation">(</span><span class="token keyword">vararg </span>shape<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 class="token operator">: </span><a href="-double-tensor/index.html">DoubleTensor</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"><span class="token keyword"></span><span class="token keyword">fun </span><a href="-double-tensor-algebra/index.html">DoubleTensorAlgebra</a><span class="token punctuation">.</span><a href="zero.html"><span class="token function">zero</span></a><span class="token punctuation">(</span>shape<span class="token operator">: </span><a href="../../kmath-core/space.kscience.kmath.nd/-shape/index.html">Shape</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="-double-tensor/index.html">DoubleTensor</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="">Properties</h2>
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<div class="table" data-togglable="Properties"><a data-name="107279055%2FProperties%2F-1345790395" anchor-label="tensorAlgebra" id="107279055%2FProperties%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="tensor-algebra.html">tensorAlgebra</a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="107279055%2FProperties%2F-1345790395"></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" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><a data-name="107279055%2FProperties%2F-1345790395" anchor-label="tensorAlgebra" id="107279055%2FProperties%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double.Companion</a><span class="token punctuation">.</span><a href="tensor-algebra.html">tensorAlgebra</a><span class="token operator">: </span><a href="-double-tensor-algebra/-companion/index.html">DoubleTensorAlgebra.Companion</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="1759591682%2FProperties%2F-1345790395" anchor-label="tensorAlgebra" id="1759591682%2FProperties%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a>
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<div class="table-row" data-filterable-current=":kmath-tensors:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-tensors: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="tensor-algebra.html">tensorAlgebra</a></div>
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<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1759591682%2FProperties%2F-1345790395"></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" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensors:dokkaHtmlPartial/commonMain"><a data-name="1759591682%2FProperties%2F-1345790395" anchor-label="tensorAlgebra" id="1759591682%2FProperties%2F-1345790395" data-filterable-set=":kmath-tensors:dokkaHtmlPartial/commonMain"></a><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">val </span><a href="../../kmath-core/space.kscience.kmath.operations/-double-field/index.html">DoubleField</a><span class="token punctuation">.</span><a href="tensor-algebra.html">tensorAlgebra</a><span class="token operator">: </span><a href="-double-tensor-algebra/-companion/index.html">DoubleTensorAlgebra.Companion</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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