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< div class = "table" > < a data-name = "-533873934%2FClasslikes%2F-443365019" anchor-label = "AhrensDieterExponentialSampler" id = "-533873934%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div > < a href = "-ahrens-dieter-exponential-sampler/index.html" > < span > Ahrens< / span > < wbr > < span > Dieter< / span > < wbr > < span > Exponential< / span > < wbr > < span > < span > Sampler< / 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" > class < / span > < a href = "-ahrens-dieter-exponential-sampler/index.html" > AhrensDieterExponentialSampler< / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > mean< 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 > : < 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 > < / div > < div class = "brief " > < p class = "paragraph" > Sampling from an < a href = "http://mathworld.wolfram.com/ExponentialDistribution.html" > exponential distribution< / a > .< / p > < / div > < / div > < / div >
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< / div >
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< / div >
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< / div >
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< div > < a href = "-ahrens-dieter-marsaglia-tsang-gamma-sampler/index.html" > < span > Ahrens< / span > < wbr > < span > Dieter< / span > < wbr > < span > Marsaglia< / span > < wbr > < span > Tsang< / span > < wbr > < span > Gamma< / span > < wbr > < span > < span > Sampler< / 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" > class < / span > < a href = "-ahrens-dieter-marsaglia-tsang-gamma-sampler/index.html" > AhrensDieterMarsagliaTsangGammaSampler< / a > : < 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 > < / div > < div class = "brief " > < p class = "paragraph" > Sampling from the < a href = "http://mathworld.wolfram.com/GammaDistribution.html" > gamma distribution< / a > .< / p > < / div > < / div > < / div >
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< a data-name = "2039416215%2FClasslikes%2F-443365019" anchor-label = "AliasMethodDiscreteSampler" id = "2039416215%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "-alias-method-discrete-sampler/index.html" > < span > Alias< / span > < wbr > < span > Method< / span > < wbr > < span > Discrete< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "2039416215%2FClasslikes%2F-443365019" > < / span >
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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" > class < / span > < a href = "-alias-method-discrete-sampler/index.html" > AliasMethodDiscreteSampler< / a > : < 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 > < / div > < div class = "brief " > < p class = "paragraph" > Distribution sampler that uses the Alias method. It can be used to sample from n values each with an associated probability. This implementation is based on the detailed explanation of the alias method by Keith Schartz and implements Vose's algorithm.< / p > < / div > < / div > < / div >
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< a data-name = "2070476635%2FClasslikes%2F-443365019" anchor-label = "BasicSampler" id = "2070476635%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "" > < span class = "inline-flex" >
< div > < a href = "-basic-sampler/index.html" > < span > Basic< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "2070476635%2FClasslikes%2F-443365019" > < / span >
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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" > class < / span > < a href = "-basic-sampler/index.html" > BasicSampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > out < / span > < a href = "-basic-sampler/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 > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > chainBuilder< span class = "token operator" > : < / span > < span class = "token punctuation" > (< / span > < span class = "token keyword" > < / span > < a href = "../space.kscience.kmath.random/-random-generator/index.html" > RandomGenerator< / a > < span class = "token punctuation" > )< / span > < span class = "token operator" > -> < / span > < span class = "token keyword" > < / 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 = "-basic-sampler/index.html" > T< / a > < span class = "token operator" > > < / span > < / span > < / span > < span class = "token punctuation" > )< / span > : < a href = "../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-basic-sampler/index.html" > T< / a > < span class = "token operator" > > < / span > < / div > < div class = "brief " > < p class = "paragraph" > Implements < a href = "../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > by delegating sampling to value of < a href = "-basic-sampler/chain-builder.html" > chainBuilder< / a > .< / p > < / div > < / div > < / div >
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< a data-name = "2053876811%2FClasslikes%2F-443365019" anchor-label = "BlockingDoubleSampler" id = "2053876811%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "-blocking-double-sampler/index.html" > < span > Blocking< / span > < wbr > < span > Double< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "2053876811%2FClasslikes%2F-443365019" > < / span >
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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" > interface < / span > < a href = "-blocking-double-sampler/index.html" > BlockingDoubleSampler< / a > : < 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 > < / div > < / div > < / div >
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< a data-name = "675750573%2FClasslikes%2F-443365019" anchor-label = "BoxMullerSampler" id = "675750573%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "-box-muller-sampler/index.html" > < span > Box< / span > < wbr > < span > Muller< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "675750573%2FClasslikes%2F-443365019" > < / span >
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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" > object < / span > < a href = "-box-muller-sampler/index.html" > BoxMullerSampler< / a > : < a href = "-normalized-gaussian-sampler/index.html" > NormalizedGaussianSampler< / a > < / div > < div class = "brief " > < p class = "paragraph" > < a href = "https://en.wikipedia.org/wiki/Box%E2%80%93Muller_transform" > Box-Muller algorithm< / a > for sampling from a Gaussian distribution.< / p > < / div > < / div > < / div >
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< a data-name = "1457235081%2FClasslikes%2F-443365019" anchor-label = "ConstantSampler" id = "1457235081%2FClasslikes%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 = "-constant-sampler/index.html" > < span > Constant< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1457235081%2FClasslikes%2F-443365019" > < / span >
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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" > class < / span > < a href = "-constant-sampler/index.html" > ConstantSampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > out < / span > < a href = "-constant-sampler/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 > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > value< span class = "token operator" > : < / span > < a href = "-constant-sampler/index.html" > T< / a > < / span > < / span > < span class = "token punctuation" > )< / span > : < a href = "../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-constant-sampler/index.html" > T< / a > < span class = "token operator" > > < / span > < / div > < div class = "brief " > < p class = "paragraph" > Implements < a href = "../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > by sampling only certain < a href = "-constant-sampler/value.html" > value< / a > .< / p > < / div > < / div > < / div >
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< a data-name = "325292768%2FClasslikes%2F-443365019" anchor-label = "GaussianSampler" id = "325292768%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "" > < span class = "inline-flex" >
< div > < a href = "-gaussian-sampler/index.html" > < span > Gaussian< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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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" > class < / span > < a href = "-gaussian-sampler/index.html" > GaussianSampler< / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > mean< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token punctuation" > , < / span > < / span > < span class = "parameter " > < span class = "token keyword" > val < / span > standardDeviation< span class = "token operator" > : < / span > < a href = "https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html" > Double< / a > < span class = "token punctuation" > , < / span > < / span > < span class = "parameter " > normalized< span class = "token operator" > : < / span > < a href = "-normalized-gaussian-sampler/index.html" > NormalizedGaussianSampler< / a > < span class = "token operator" > = < / span > BoxMullerSampler< / span > < / span > < span class = "token punctuation" > )< / span > : < a href = "-blocking-double-sampler/index.html" > BlockingDoubleSampler< / a > < / div > < div class = "brief " > < p class = "paragraph" > Sampling from a Gaussian distribution with given mean and standard deviation.< / p > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
< / div >
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< a data-name = "1139170303%2FClasslikes%2F-443365019" anchor-label = "KempSmallMeanPoissonSampler" id = "1139170303%2FClasslikes%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 = "-kemp-small-mean-poisson-sampler/index.html" > < span > Kemp< / span > < wbr > < span > Small< / span > < wbr > < span > Mean< / span > < wbr > < span > Poisson< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1139170303%2FClasslikes%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" > class < / span > < a href = "-kemp-small-mean-poisson-sampler/index.html" > KempSmallMeanPoissonSampler< / a > : < 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 > < / div > < div class = "brief " > < p class = "paragraph" > Sampler for the Poisson distribution.< / p > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
< / div >
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< a data-name = "-1830557522%2FClasslikes%2F-443365019" anchor-label = "LargeMeanPoissonSampler" id = "-1830557522%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "-large-mean-poisson-sampler/index.html" > < span > Large< / span > < wbr > < span > Mean< / span > < wbr > < span > Poisson< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-1830557522%2FClasslikes%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" > class < / span > < a href = "-large-mean-poisson-sampler/index.html" > LargeMeanPoissonSampler< / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > mean< 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 > : < 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 > < / div > < div class = "brief " > < p class = "paragraph" > Sampler for the Poisson distribution.< / p > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
< / div >
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< a data-name = "1017372936%2FClasslikes%2F-443365019" anchor-label = "MarsagliaNormalizedGaussianSampler" id = "1017372936%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "-marsaglia-normalized-gaussian-sampler/index.html" > < span > Marsaglia< / span > < wbr > < span > Normalized< / span > < wbr > < span > Gaussian< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1017372936%2FClasslikes%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" > object < / span > < a href = "-marsaglia-normalized-gaussian-sampler/index.html" > MarsagliaNormalizedGaussianSampler< / a > : < a href = "-normalized-gaussian-sampler/index.html" > NormalizedGaussianSampler< / a > < / div > < div class = "brief " > < p class = "paragraph" > < a href = "https://en.wikipedia.org/wiki/Marsaglia_polar_method" > Marsaglia polar method< / a > for sampling from a Gaussian distribution with mean 0 and standard deviation 1. This is a variation of the algorithm implemented in BoxMullerNormalizedGaussianSampler.< / p > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
< / div >
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< a data-name = "-1057807369%2FClasslikes%2F-443365019" anchor-label = "NormalizedGaussianSampler" id = "-1057807369%2FClasslikes%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 = "-normalized-gaussian-sampler/index.html" > < span > Normalized< / span > < wbr > < span > Gaussian< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-1057807369%2FClasslikes%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" > fun < / span > < span class = "token keyword" > interface < / span > < a href = "-normalized-gaussian-sampler/index.html" > NormalizedGaussianSampler< / a > : < a href = "-blocking-double-sampler/index.html" > BlockingDoubleSampler< / a > < / div > < div class = "brief " > < p class = "paragraph" > Marker interface for a sampler that generates values from an N(0,1) < a href = "https://en.wikipedia.org/wiki/Normal_distribution" > Gaussian distribution< / a > .< / p > < / div > < / div > < / div >
< / div >
< / div >
< / div >
< / div >
< a data-name = "2056728055%2FClasslikes%2F-443365019" anchor-label = "SamplerSpace" id = "2056728055%2FClasslikes%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-space/index.html" > < span > Sampler< / span > < wbr > < span > < span > Space< / span > < / span > < / a > < / div >
< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "2056728055%2FClasslikes%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" > class < / span > < a href = "-sampler-space/index.html" > SamplerSpace< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-sampler-space/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 punctuation" > , < / span > < span class = "token keyword" > out < / span > < a href = "-sampler-space/index.html" > S< / a > < span class = "token operator" > : < / span > < a href = "../../kmath-core/space.kscience.kmath.operations/-group/index.html" > Group< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-sampler-space/index.html" > T< / a > < span class = "token operator" > > < / span > , < a href = "../../kmath-core/space.kscience.kmath.operations/-scale-operations/index.html" > ScaleOperations< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-sampler-space/index.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token operator" > > < / span > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > algebra< span class = "token operator" > : < / span > < a href = "-sampler-space/index.html" > S< / a > < / span > < / span > < span class = "token punctuation" > )< / span > : < a href = "../../kmath-core/space.kscience.kmath.operations/-group/index.html" > Group< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-sampler-space/index.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token operator" > > < / span > , < a href = "../../kmath-core/space.kscience.kmath.operations/-scale-operations/index.html" > ScaleOperations< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "../space.kscience.kmath.stat/-sampler/index.html" > Sampler< / a > < span class = "token operator" > < < / span > < span class = "token keyword" > < / span > < a href = "-sampler-space/index.html" > T< / a > < span class = "token operator" > > < / span > < span class = "token operator" > > < / span > < / div > < div class = "brief " > < p class = "paragraph" > A space of samplers. Allows performing simple operations on distributions.< / p > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
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< a data-name = "-1311611038%2FClasslikes%2F-443365019" anchor-label = "SmallMeanPoissonSampler" id = "-1311611038%2FClasslikes%2F-443365019" data-filterable-set = ":kmath-stat:dokkaHtmlPartial/commonMain" > < / a >
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< div class = "main-subrow keyValue " >
< div class = "" > < span class = "inline-flex" >
< div > < a href = "-small-mean-poisson-sampler/index.html" > < span > Small< / span > < wbr > < span > Mean< / span > < wbr > < span > Poisson< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-1311611038%2FClasslikes%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" > class < / span > < a href = "-small-mean-poisson-sampler/index.html" > SmallMeanPoissonSampler< / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > < span class = "token keyword" > val < / span > mean< 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 > : < 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 > < / div > < div class = "brief " > < p class = "paragraph" > Sampler for the Poisson distribution.< / p > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
< / div >
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< a data-name = "819348150%2FClasslikes%2F-443365019" anchor-label = "ZigguratNormalizedGaussianSampler" id = "819348150%2FClasslikes%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 = "-ziggurat-normalized-gaussian-sampler/index.html" > < span > Ziggurat< / span > < wbr > < span > Normalized< / span > < wbr > < span > Gaussian< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "819348150%2FClasslikes%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" > object < / span > < a href = "-ziggurat-normalized-gaussian-sampler/index.html" > ZigguratNormalizedGaussianSampler< / a > : < a href = "-normalized-gaussian-sampler/index.html" > NormalizedGaussianSampler< / a > < / div > < div class = "brief " > < p class = "paragraph" > < a href = "https://en.wikipedia.org/wiki/Ziggurat_algorithm" > Marsaglia and Tsang "Ziggurat"< / a > method for sampling from a Gaussian distribution with mean 0 and standard deviation 1. The algorithm is explained in this paper and this implementation has been adapted from the C code provided therein.< / p > < / div > < / div > < / div >
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< / div >
< / div >
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< / div >
< / div >
< / div >
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< div data-togglable = "FUNCTION" >
< h2 class = "" > Functions< / h2 >
< div class = "table" > < a data-name = "-740026430%2FFunctions%2F-443365019" anchor-label = "KempSmallMeanPoissonSampler" id = "-740026430%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 = "-kemp-small-mean-poisson-sampler.html" > < span > Kemp< / span > < wbr > < span > Small< / span > < wbr > < span > Mean< / span > < wbr > < span > Poisson< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "-740026430%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" > < / span > < span class = "token keyword" > fun < / span > < a href = "-kemp-small-mean-poisson-sampler.html" > < span class = "token function" > KempSmallMeanPoissonSampler< / span > < / a > < span class = "token punctuation" > (< / span > < span class = "parameters " > < span class = "parameter " > mean< 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 = "-kemp-small-mean-poisson-sampler/index.html" > KempSmallMeanPoissonSampler< / a > < / div > < / div > < / div >
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< / div >
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< / div >
< / div >
< / div >
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< a data-name = "1853178489%2FFunctions%2F-443365019" anchor-label = "PoissonSampler" id = "1853178489%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 = "-poisson-sampler.html" > < span > Poisson< / span > < wbr > < span > < span > Sampler< / span > < / span > < / a > < / div >
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< span class = "anchor-wrapper" > < span class = "anchor-icon" pointing-to = "1853178489%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 >
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