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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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< h1 class = "cover" > < span > Singular< / span > < wbr > < span > Value< / span > < wbr > < span > Decomposition< / span > < wbr > < span > < span > Feature< / span > < / span > < / h1 >
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< div class = "content sourceset-depenent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > interface < / span > < a href = "index.html" > SingularValueDecompositionFeature< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > out < / 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 = "../-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: < i > a = < / i > < a href = "u.html" > < i > u< / i > < / a > < i > · < / i > < a href = "s.html" > < i > s< / i > < / a > < i > · < / i > < a href = "v.html" > < i > v< / i > < / a > < sup > < i > H< / i > < / sup > where < i > a< / i > is the owning matrix.< / p > < / div > < / 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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< h2 class = "" > Parameters< / h2 >
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< 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" > < div > < span > < span > T< / span > < / span > < / div > < / 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 = "833282930%2FProperties%2F244675578" anchor-label = "key" id = "833282930%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "" > < span class = "inline-flex" >
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< div class = "content sourceset-depenent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < a data-name = "833282930%2FProperties%2F244675578" anchor-label = "key" id = "833282930%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a > < div class = "symbol monospace" > < span class = "token keyword" > open < / span > < span class = "token keyword" > < / span > < span class = "token keyword" > val < / span > < a href = "../../space.kscience.kmath.misc/-feature/key.html" > key< / a > < span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.misc/index.html#2124566189%2FClasslikes%2F244675578" > FeatureKey< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../../space.kscience.kmath.nd/-structure-feature/index.html" > StructureFeature< / 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 " > < a data-name = "833282930%2FProperties%2F244675578" anchor-label = "key" id = "833282930%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a > < p class = "paragraph" > A key used for extraction< / p > < / div > < / div > < / div >
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< 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 = "main-subrow keyValue " >
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< div class = "" > < span class = "inline-flex" >
< div > < a href = "s.html" > s< / a > < / div >
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< 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" > < span class = "token keyword" > abstract < / span > < span class = "token keyword" > < / span > < span class = "token keyword" > val < / span > < a href = "s.html" > s< / a > < span class = "token operator" > : < / span > < a href = "../index.html#-828842962%2FClasslikes%2F244675578" > Matrix< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "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 " > < a data-name = "-701767436%2FProperties%2F244675578" anchor-label = "s" id = "-701767436%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a > < p class = "paragraph" > The matrix in this decomposition. Its main diagonal elements are singular values.< / p > < / div > < / div > < / div >
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< / 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 >
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< div class = "main-subrow keyValue " >
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< div class = "" > < span class = "inline-flex" >
< div > < a href = "singular-values.html" > singularValues< / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1833809850%2FProperties%2F244675578" > < / span >
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< 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" > < span class = "token keyword" > abstract < / span > < span class = "token keyword" > < / span > < span class = "token keyword" > val < / span > < a href = "singular-values.html" > singularValues< / a > < span class = "token operator" > : < / span > < a href = "../index.html#-1940126653%2FClasslikes%2F244675578" > Point< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "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 " > < a data-name = "1833809850%2FProperties%2F244675578" anchor-label = "singularValues" id = "1833809850%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a > < p class = "paragraph" > The buffer of singular values of this SVD.< / p > < / 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 >
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< div class = "main-subrow keyValue " >
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< div class = "" > < span class = "inline-flex" >
< div > < a href = "u.html" > u< / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-639727822%2FProperties%2F244675578" > < / span >
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< / span > < / span > < / div >
< div >
< div class = "title" >
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< div class = "platform-hinted with-platform-tabs" data-platform-hinted = "data-platform-hinted" data-togglable = "Properties" >
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< 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" > < span class = "token keyword" > abstract < / span > < span class = "token keyword" > < / span > < span class = "token keyword" > val < / span > < a href = "u.html" > u< / a > < span class = "token operator" > : < / span > < a href = "../index.html#-828842962%2FClasslikes%2F244675578" > Matrix< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "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 " > < a data-name = "-639727822%2FProperties%2F244675578" anchor-label = "u" id = "-639727822%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a > < p class = "paragraph" > The matrix in this decomposition. It is unitary, and it consists from left singular vectors.< / p > < / div > < / div > < / div >
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< / div >
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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" >
< div > < a href = "v.html" > v< / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-608708015%2FProperties%2F244675578" > < / span >
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< div >
< div class = "title" >
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< 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" > < span class = "token keyword" > abstract < / span > < span class = "token keyword" > < / span > < span class = "token keyword" > val < / span > < a href = "v.html" > v< / a > < span class = "token operator" > : < / span > < a href = "../index.html#-828842962%2FClasslikes%2F244675578" > Matrix< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "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 " > < a data-name = "-608708015%2FProperties%2F244675578" anchor-label = "v" id = "-608708015%2FProperties%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a > < p class = "paragraph" > The matrix in this decomposition. It is unitary, and it consists from right singular vectors.< / p > < / div > < / div > < / div >
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