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< div class = "breadcrumbs" > < a href = "../../index.html" > kmath-core< / a > < span class = "delimiter" > /< / span > < a href = "../index.html" > space.kscience.kmath.expressions< / a > < span class = "delimiter" > /< / span > < span class = "current" > DifferentiableExpression< / span > < / div >
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< h1 class = "cover" > < span > Differentiable< / span > < wbr > < span > < span > Expression< / span > < / span > < / h1 >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > interface < / span > < a href = "index.html" > DifferentiableExpression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "index.html" > T< / a > < span class = "token operator" > > < / span > : < a href = "../-expression/index.html" > Expression< / 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-core/src/commonMain/kotlin/space/kscience/kmath/expressions/DifferentiableExpression.kt#L15" > source< / a > )< / span > < / span > < / div > < p class = "paragraph" > Represents expression, which structure can be differentiated.< / p > < h4 class = "" > Parameters< / h4 > < div class = "table" > < 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" > < div > < u > < span > < span > T< / span > < / span > < / u > < / div > < / span > < / div > < div > < div class = "title" > < p class = "paragraph" > the type this expression takes as argument and returns.< / p > < / div > < / div > < / div > < / div > < / div > < h4 class = "" > Inheritors< / h4 > < div class = "table" > < 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" > < div > < a href = "../-derivative-structure-ring-expression/index.html" > DerivativeStructureRingExpression< / a > < / div > < / span > < / div > < div > < / div > < / div > < / div > < 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" > < div > < a href = "../-d-s-field-expression/index.html" > DSFieldExpression< / a > < / div > < / span > < / div > < div > < / div > < / div > < / div > < 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" > < div > < a href = "../-special-differentiable-expression/index.html" > SpecialDifferentiableExpression< / a > < / div > < / span > < / div > < div > < / div > < / div > < / div > < 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" > < div > < a href = "../-first-derivative-expression/index.html" > FirstDerivativeExpression< / a > < / div > < / span > < / div > < div > < / div > < / div > < / div > < 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" > < div > < a href = "../-diff-expression-with-default/index.html" > DiffExpressionWithDefault< / 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 >
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< h2 class = "" > Functions< / h2 >
< div class = "table" > < a data-name = "-1589938888%2FFunctions%2F244675578" anchor-label = "derivative" id = "-1589938888%2FFunctions%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-togglable = "EXTENSION_FUNCTION" 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" >
< div > < a href = "../derivative.html" > < span > < span > derivative< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-1589938888%2FFunctions%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 = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < a href = "index.html" > DifferentiableExpression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../derivative.html" > < span class = "token function" > derivative< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > vararg < / span > symbols< span class = "token operator" > : < / span > < a href = "../-symbol/index.html" > Symbol< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < / 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 = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < a href = "index.html" > DifferentiableExpression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../derivative.html" > < span class = "token function" > derivative< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > name< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html" > String< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < / 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 = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < a href = "index.html" > DifferentiableExpression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../derivative.html" > < span class = "token function" > derivative< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > symbols< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-list/index.html" > List< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../-symbol/index.html" > Symbol< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../derivative.html" > T< / a > < span class = "token operator" > > < / span > < / div > < / div > < / div >
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< a data-name = "-929860646%2FFunctions%2F244675578" anchor-label = "derivativeOrNull" id = "-929860646%2FFunctions%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" >
< div > < a href = "derivative-or-null.html" > < span > derivative< / span > < wbr > < span > Or< / span > < wbr > < span > < span > Null< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-929860646%2FFunctions%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 = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-core: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 = "derivative-or-null.html" > < span class = "token function" > derivativeOrNull< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > symbols< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-list/index.html" > List< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../-symbol/index.html" > Symbol< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "index.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token operator" > ?< / span > < / div > < div class = "brief " > < p class = "paragraph" > Differentiates this expression by ordered collection of < a href = "derivative-or-null.html" > symbols< / a > .< / p > < / div > < / div > < / div >
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< a data-name = "-1903487647%2FFunctions%2F244675578" anchor-label = "invoke" id = "-1903487647%2FFunctions%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" >
< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "../-expression/invoke.html" > < span > < span > invoke< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-1903487647%2FFunctions%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 = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > abstract < / span > < span class = "token keyword" > operator < / span > < span class = "token keyword" > fun < / span > < a href = "../-expression/invoke.html" > < span class = "token function" > invoke< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > arguments< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html" > Map< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../-symbol/index.html" > Symbol< / a > < span class = "token punctuation" > , < / span > < span class = "token keyword" > < / span > < a href = "index.html" > T< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "index.html" > T< / a > < / div > < div class = "brief " > < p class = "paragraph" > Calls this expression from arguments.< / p > < / div > < / div > < / div >
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< / div >
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< a data-name = "1888659678%2FFunctions%2F244675578" anchor-label = "invoke" id = "1888659678%2FFunctions%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-togglable = "EXTENSION_FUNCTION" 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" >
< div > < a href = "../invoke.html" > < span > < span > invoke< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1888659678%2FFunctions%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 = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > operator < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../invoke.html" > < span class = "token function" > invoke< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../invoke.html" > T< / a > < / div > < div class = "brief " > < p class = "paragraph" > Calls this expression without providing any arguments.< / 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" > "callByString"< / span > < / span > < / span > < wbr > < span class = "token punctuation" > )< / span > < / div > < / div > < span class = "token keyword" > operator < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../invoke.html" > < span class = "token function" > invoke< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > vararg < / span > pairs< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-pair/index.html" > Pair< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html" > String< / a > < span class = "token punctuation" > , < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../invoke.html" > T< / a > < / 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" > "callBySymbol"< / span > < / span > < / span > < wbr > < span class = "token punctuation" > )< / span > < / div > < / div > < span class = "token keyword" > operator < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../invoke.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../invoke.html" > < span class = "token function" > invoke< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > vararg < / span > pairs< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-pair/index.html" > Pair< / a > < span class = "token operator" > &
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< a data-name = "-1253142782%2FFunctions%2F244675578" anchor-label = "withDefaultArgs" id = "-1253142782%2FFunctions%2F244675578" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-togglable = "EXTENSION_FUNCTION" data-filterable-current = ":kmath-core:dokkaHtmlPartial/commonMain" data-filterable-set = ":kmath-core:dokkaHtmlPartial/commonMain" >
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< div > < a href = "../with-default-args.html" > < span > with< / span > < wbr > < span > Default< / span > < wbr > < span > < span > Args< / span > < / span > < / a > < / div >
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< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-core:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < a href = "index.html" > DifferentiableExpression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../with-default-args.html" > < span class = "token function" > withDefaultArgs< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > defaultArgs< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html" > Map< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../-symbol/index.html" > Symbol< / a > < span class = "token punctuation" > , < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../-diff-expression-with-default/index.html" > DiffExpressionWithDefault< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < / 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 = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < a href = "../-expression/index.html" > Expression< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../with-default-args.html" > < span class = "token function" > withDefaultArgs< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > defaultArgs< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.collections/-map/index.html" > Map< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../-symbol/index.html" > Symbol< / a > < span class = "token punctuation" > , < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../-expression-with-default/index.html" > ExpressionWithDefault< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../with-default-args.html" > T< / a > < span class = "token operator" > > < / span > < / div > < / div > < / div >
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