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< div class = "breadcrumbs" > < a href = "../../index.html" > kmath-stat< / a > < span class = "delimiter" > /< / span > < a href = "../index.html" > space.kscience.kmath.distributions< / a > < span class = "delimiter" > /< / span > < span class = "current" > NormalDistribution< / span > < / div >
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< h1 class = "cover" > < span > Normal< / span > < wbr > < span > < span > Distribution< / span > < / span > < / h1 >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > class < / span > < a href = "index.html" > NormalDistribution< / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > sampler< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.samplers/-gaussian-sampler/index.html" > GaussianSampler< / a > < / span > < / span > < span class = "token punctuation" > )< / span > : < a href = "../-distribution1-d/index.html" > Distribution1D< / 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 = "clearfix" > < span class = "floating-right" > (< a href = "https://github.com/SciProgCentre/kmath/tree/master/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt#L19" > source< / a > )< / span > < / span > < / div > < p class = "paragraph" > Implements < a href = "../-distribution1-d/index.html" > Distribution1D< / a > for the normal (gaussian) distribution.< / p > < / div > < / div >
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< div > < a href = "-normal-distribution.html" > < span > Normal< / span > < wbr > < span > < span > Distribution< / 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-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > constructor< / span > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > sampler< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.samplers/-gaussian-sampler/index.html" > GaussianSampler< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < / div > < / div > < / div >
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< h2 class = "" > Functions< / h2 >
< div class = "table" > < a data-name = "-1348987530%2FFunctions%2F-443365019" anchor-label = "cumulative" id = "-1348987530%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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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-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > open < / span > < span class = "token keyword" > override < / span > < span class = "token keyword" > fun < / span > < a href = "cumulative.html" > < span class = "token function" > cumulative< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > arg< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < / div > < div class = "brief " > < p class = "paragraph" > Cumulative distribution for ordered parameter (CDF)< / p > < / div > < / div > < / div >
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< a data-name = "-1655631276%2FFunctions%2F-443365019" anchor-label = "integral" id = "-1655631276%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../integral.html" > T< / a > < span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html" > Comparable< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../integral.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token operator" > > < / span > < a href = "../-distribution1-d/index.html" > Distribution1D< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../integral.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../integral.html" > < span class = "token function" > integral< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > from< span class = "token operator" > : < / span > < a href = "../integral.html" > T< / a > < span class = "token punctuation" > , < / span > < / span > < span class = "parameter " > to< span class = "token operator" > : < / span > < a href = "../integral.html" > T< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < / div > < div class = "brief " > < p class = "paragraph" > Compute probability integral in an interval< / p > < / div > < / div > < / div >
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< a data-name = "-1123462462%2FFunctions%2F-443365019" anchor-label = "next" id = "-1123462462%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "" > < span class = "inline-flex" >
< div > < a href = "../../space.kscience.kmath.stat/next.html" > < span > < span > next< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-1123462462%2FFunctions%2F-443365019" > < / span >
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< div >
< div class = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > suspend < / span > < span class = "token keyword" > fun < / span > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../../space.kscience.kmath.stat/next.html" > T< / a > < span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html" > Any< / a > < span class = "token operator" > > < / span > < a href = "../../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../../space.kscience.kmath.stat/next.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../../space.kscience.kmath.stat/next.html" > < span class = "token function" > next< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > generator< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.random/-random-generator/index.html" > RandomGenerator< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.stat/next.html" > T< / a > < / div > < div class = "brief " > < p class = "paragraph" > Samples one value from this < a href = "../../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > .< / p > < / div > < / div > < / div >
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< a data-name = "12250362%2FFunctions%2F-443365019" anchor-label = "nextBuffer" id = "12250362%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-togglable = "EXTENSION_FUNCTION" data-filterable-current = ":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" >
< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "../../space.kscience.kmath.stat/next-buffer.html" > < span > next< / span > < wbr > < span > < span > Buffer< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "12250362%2FFunctions%2F-443365019" > < / span >
< div class = "copy-popup-wrapper " > < span class = "copy-popup-icon" > < / span > < span > Link copied to clipboard< / span > < / div >
< / span > < / span > < / div >
< div >
< div class = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > suspend < / span > < span class = "token keyword" > fun < / span > < a href = "../../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../../space.kscience.kmath.stat/next-buffer.html" > < span class = "token function" > nextBuffer< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > generator< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.random/-random-generator/index.html" > RandomGenerator< / a > < span class = "token punctuation" > , < / span > < / span > < span class = "parameter " > size< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html" > Int< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html" > Buffer< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token operator" > > < / span > < / div > < div class = "brief " > < p class = "paragraph" > Samples a < a href = "../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html" > Buffer< / a > of values from this < a href = "../../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > .< / p > < / div > < / div > < / div >
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< a data-name = "420813440%2FFunctions%2F-443365019" anchor-label = "probability" id = "420813440%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "table-row" data-filterable-current = ":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" >
< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "probability.html" > < span > < span > probability< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "420813440%2FFunctions%2F-443365019" > < / 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-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > open < / span > < span class = "token keyword" > override < / span > < span class = "token keyword" > fun < / span > < a href = "probability.html" > < span class = "token function" > probability< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > arg< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < / div > < div class = "brief " > < p class = "paragraph" > A probability value for given argument < a href = "probability.html" > arg< / a > . For continuous distributions returns PDF< / p > < / div > < / div > < / div >
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< a data-name = "1119073886%2FFunctions%2F-443365019" anchor-label = "sample" id = "1119073886%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-filterable-current = ":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" >
< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "sample.html" > < span > < span > sample< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1119073886%2FFunctions%2F-443365019" > < / span >
< div class = "copy-popup-wrapper " > < span class = "copy-popup-icon" > < / span > < span > Link copied to clipboard< / span > < / div >
< / span > < / span > < / div >
< div >
< div class = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > open < / span > < span class = "token keyword" > override < / span > < span class = "token keyword" > fun < / span > < a href = "sample.html" > < span class = "token function" > sample< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > generator< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.random/-random-generator/index.html" > RandomGenerator< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html" > Chain< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token operator" > > < / span > < / div > < div class = "brief " > < p class = "paragraph" > Generates a chain of samples.< / p > < / div > < / div > < / div >
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< a data-name = "-789832458%2FFunctions%2F-443365019" anchor-label = "sampleBuffer" id = "-789832458%2FFunctions%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-togglable = "EXTENSION_FUNCTION" data-filterable-current = ":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" >
< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "../../space.kscience.kmath.stat/sample-buffer.html" > < span > sample< / span > < wbr > < span > < span > Buffer< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-789832458%2FFunctions%2F-443365019" > < / span >
< div class = "copy-popup-wrapper " > < span class = "copy-popup-icon" > < / span > < span > Link copied to clipboard< / span > < / div >
< / span > < / span > < / div >
< div >
< div class = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < div class = "block" > < div class = "block" > < span class = "token annotation builtin" > @< / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html" > < span class = "token annotation builtin" > JvmName< / span > < / a > < span class = "token punctuation" > (< / span > < span > name< span class = "token operator" > = < / span > < span class = "breakable-word" > < span class = "token string" > "sampleRealBuffer"< / span > < / span > < / span > < wbr > < span class = "token punctuation" > )< / span > < / div > < / div > < span class = "token keyword" > < / span > < span class = "token keyword" > fun < / span > < a href = "../../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../../space.kscience.kmath.stat/sample-buffer.html" > < span class = "token function" > sampleBuffer< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > generator< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.random/-random-generator/index.html" > RandomGenerator< / a > < span class = "token punctuation" > , < / span > < / span > < span class = "parameter " > size< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html" > Int< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html" > Chain< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html" > Buffer< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token operator" > > < / span > < span class = "token operator" > > < / span > < / div > < div class = "brief " > < p class = "paragraph" > Generates < a href = "../../space.kscience.kmath.stat/sample-buffer.html" > size< / a > real samples and chunks them into some buffers.< / p > < / div > < div class = "symbol monospace" > < div class = "block" > < div class = "block" > < span class = "token annotation builtin" > @< / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html" > < span class = "token annotation builtin" > JvmName< / span > < / a > < span class = "token punctuation" > (< / span > < span > name< span class = "token operator" > = < / span > < span class = "breakable-word" > < span class = "token string" > "sampleIntBuffer"< / span > < / span > < / span > < wbr > < span class = "token punctuation" > )< / span > < / div > < / div > < span class = "token keyword" > < / span > < span class = "token keyword" > fun < / span > < a href = "../../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html" > Int< / a > < span class = "token operator" > > < / span > < span class = "token punctuation" > .< / span > < a href = "../../space.kscience.kmath.stat/sample-buffer.html" > < span class = "token function" > sampleBuffer< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > generator< span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.random/-random-generator/index.html" > RandomGenerator< / a > < span class = "token punctuation" > , < / span > < / span > < span class = "parameter " > size< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html" > Int< / a > < / span > < / span > < span class = "token punctuation" > )< / span > < span class = "token operator" > : < / span > < a href = "../../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html" > Chain< / a > < span class = "token operator" > < < / span > < span class = "to
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< div data-togglable = "PROPERTY" >
< h2 class = "" > Properties< / h2 >
< div class = "table" > < a data-name = "-2022638895%2FProperties%2F-443365019" anchor-label = "sampler" id = "-2022638895%2FProperties%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
< div class = "table-row" data-filterable-current = ":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" >
< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "sampler.html" > < span > < span > sampler< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-2022638895%2FProperties%2F-443365019" > < / span >
< div class = "copy-popup-wrapper " > < span class = "copy-popup-icon" > < / span > < span > Link copied to clipboard< / span > < / div >
< / span > < / span > < / div >
< div >
< div class = "title" >
< div class = "platform-hinted " data-platform-hinted = "data-platform-hinted" > < div class = "content sourceset-dependent-content" data-active = "" data-togglable = ":kmath-stat:dokkaHtmlPartial/commonMain" > < div class = "symbol monospace" > < span class = "token keyword" > < / span > < span class = "token keyword" > val < / span > < a href = "sampler.html" > sampler< / a > < span class = "token operator" > : < / span > < a href = "../../space.kscience.kmath.samplers/-gaussian-sampler/index.html" > GaussianSampler< / a > < / div > < / div > < / div >
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< div class = "footer" >
< span class = "go-to-top-icon" > < a href = "#content" id = "go-to-top-link" > < / a > < / span > < span > © 2023 Copyright< / span > < span class = "pull-right" > < span > Generated by < / span > < a href = "https://github.com/Kotlin/dokka" > < span > dokka< / span > < span class = "padded-icon" > < / span > < / a > < / span >
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