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<h1 class="cover"><span><span>Package-level</span></span> <span><span>declarations</span></span></h1>
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<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="TYPE">Types</button><button class="section-tab" data-togglable="FUNCTION,EXTENSION_FUNCTION">Functions</button></div>
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<div data-togglable="TYPE">
<h2 class="">Types</h2>
<div class="table"><a data-name="-1364732389%2FClasslikes%2F-443365019" anchor-label="DefaultGenerator" id="-1364732389%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="-default-generator/index.html"><span>Default</span><wbr><span><span>Generator</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1364732389%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="-default-generator/index.html">DefaultGenerator</a><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>random<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.random/-random/index.html">Random</a><span class="token operator"> = </span>Random</span></span><span class="token punctuation">)</span> : <a href="-random-generator/index.html">RandomGenerator</a></div><div class="brief "><p class="paragraph">Implements <a href="-random-generator/index.html">RandomGenerator</a> by delegating all operations to <a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.random/-random/index.html">Random</a>.</p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="1885166775%2FClasslikes%2F-443365019" anchor-label="MCScope" id="1885166775%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="-m-c-scope/index.html"><span><span>MCScope</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1885166775%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="-m-c-scope/index.html">MCScope</a><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>coroutineContext<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.coroutines/-coroutine-context/index.html">CoroutineContext</a><span class="token punctuation">, </span></span><span class="parameter "><span class="token keyword">val </span>random<span class="token operator">: </span><a href="-random-generator/index.html">RandomGenerator</a></span></span><span class="token punctuation">)</span></div><div class="brief "><p class="paragraph">A scope for a Monte-Carlo computations or multi-coroutine random number generation. The scope preserves the order of random generator calls as long as all concurrency calls is done via <a href="launch.html">launch</a> and <a href="async.html">async</a> functions.</p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-1656768137%2FClasslikes%2F-443365019" anchor-label="RandomChain" id="-1656768137%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="-random-chain/index.html"><span>Random</span><wbr><span><span>Chain</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1656768137%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="-random-chain/index.html">RandomChain</a><span class="token operator">&lt;</span><span class="token keyword">out </span><a href="-random-chain/index.html">R</a><span class="token operator">&gt;</span><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>generator<span class="token operator">: </span><a href="-random-generator/index.html">RandomGenerator</a><span class="token punctuation">, </span></span><span class="parameter ">gen<span class="token operator">: </span><span class="token keyword">suspend </span><span class="token keyword"></span><a href="-random-generator/index.html">RandomGenerator</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="-random-chain/index.html">R</a></span></span><span class="token punctuation">)</span> : <a href="../../kmath-coroutines/space.kscience.kmath.chains/-chain/index.html">Chain</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="-random-chain/index.html">R</a><span class="token operator">&gt; </span></div><div class="brief "><p class="paragraph">A possibly stateful chain producing random values.</p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-384466395%2FClasslikes%2F-443365019" anchor-label="RandomGenerator" id="-384466395%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="-random-generator/index.html"><span>Random</span><wbr><span><span>Generator</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-384466395%2FClasslikes%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></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">interface </span><a href="-random-generator/index.html">RandomGenerator</a></div><div class="brief "><p class="paragraph">An interface that is implemented by random number generator algorithms.</p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="1561241809%2FClasslikes%2F-443365019" anchor-label="UniformDoubleChain" id="1561241809%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="-uniform-double-chain/index.html"><span>Uniform</span><wbr><span>Double</span><wbr><span><span>Chain</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1561241809%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="-uniform-double-chain/index.html">UniformDoubleChain</a><span class="token punctuation">(</span><span class="parameters "><span class="parameter "><span class="token keyword">val </span>generator<span class="token operator">: </span><a href="-random-generator/index.html">RandomGenerator</a></span></span><span class="token punctuation">)</span> : <a href="../../kmath-coroutines/space.kscience.kmath.chains/-blocking-double-chain/index.html">BlockingDoubleChain</a></div><div class="brief "><p class="paragraph">A type-specific double chunk random chain</p></div></div></div>
</div>
</div>
</div>
</div>
</div>
</div>
<div data-togglable="FUNCTION">
<h2 class="">Functions</h2>
<div class="table"><a data-name="29367059%2FFunctions%2F-443365019" anchor-label="asCoroutineScope" id="29367059%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="as-coroutine-scope.html"><span>as</span><wbr><span>Coroutine</span><wbr><span><span>Scope</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="29367059%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"></span><span class="token keyword">fun </span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><a href="as-coroutine-scope.html"><span class="token function">asCoroutineScope</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-coroutine-scope/index.html">CoroutineScope</a></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-1200982164%2FFunctions%2F-443365019" anchor-label="async" id="-1200982164%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="async.html"><span><span>async</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1200982164%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">inline </span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="async.html">T</a><span class="token operator">&gt; </span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><a href="async.html"><span class="token function">async</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">context<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.coroutines/-coroutine-context/index.html">CoroutineContext</a><span class="token operator"> = </span>EmptyCoroutineContext<span class="token punctuation">, </span></span><span class="parameter ">start<span class="token operator">: </span><a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-coroutine-start/index.html">CoroutineStart</a><span class="token operator"> = </span>CoroutineStart.DEFAULT<span class="token punctuation">, </span></span><span class="parameter "><span class="token keyword">crossinline </span>block<span class="token operator">: </span><span class="token keyword">suspend </span><span class="token keyword"></span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="async.html">T</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-deferred/index.html">Deferred</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="async.html">T</a><span class="token operator">&gt;</span></div><div class="brief "><p class="paragraph">Specialized async for <a href="-m-c-scope/index.html">MCScope</a>. Behaves the same way as regular <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/index.html">CoroutineScope.async</a>, but also stores the generator fork. The method itself is not thread safe.</p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-52606352%2FFunctions%2F-443365019" anchor-label="chain" id="-52606352%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="chain.html"><span><span>chain</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-52606352%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"></span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chain.html">R</a><span class="token operator">&gt; </span><a href="-random-generator/index.html">RandomGenerator</a><span class="token punctuation">.</span><a href="chain.html"><span class="token function">chain</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><span class="token keyword">suspend </span><span class="token keyword"></span><a href="-random-generator/index.html">RandomGenerator</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="chain.html">R</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="-random-chain/index.html">RandomChain</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chain.html">R</a><span class="token operator">&gt;</span></div><div class="brief "><p class="paragraph">Create a generic random chain with provided <a href="chain.html">generator</a></p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-1224072762%2FFunctions%2F-443365019" anchor-label="launch" id="-1224072762%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="launch.html"><span><span>launch</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1224072762%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">inline </span><span class="token keyword">fun </span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><a href="launch.html"><span class="token function">launch</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">context<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.coroutines/-coroutine-context/index.html">CoroutineContext</a><span class="token operator"> = </span>EmptyCoroutineContext<span class="token punctuation">, </span></span><span class="parameter ">start<span class="token operator">: </span><a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-coroutine-start/index.html">CoroutineStart</a><span class="token operator"> = </span>CoroutineStart.DEFAULT<span class="token punctuation">, </span></span><span class="parameter "><span class="token keyword">crossinline </span>block<span class="token operator">: </span><span class="token keyword">suspend </span><span class="token keyword"></span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-unit/index.html">Unit</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/-job/index.html">Job</a></div><div class="brief "><p class="paragraph">Specialized launch for <a href="-m-c-scope/index.html">MCScope</a>. Behaves the same way as regular <a href="https://kotlin.github.io/kotlinx.coroutines/kotlinx-coroutines-core/kotlinx-coroutines-core/kotlinx.coroutines/index.html">CoroutineScope.launch</a>, but also stores the generator fork. The method itself is not thread safe.</p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-2065962462%2FFunctions%2F-443365019" anchor-label="mcScope" id="-2065962462%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="mc-scope.html"><span>mc</span><wbr><span><span>Scope</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2065962462%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>
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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">inline suspend </span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="mc-scope.html">T</a><span class="token operator">&gt; </span><a href="mc-scope.html"><span class="token function">mcScope</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">seed<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-long/index.html">Long</a><span class="token punctuation">, </span></span><span class="parameter ">block<span class="token operator">: </span><span class="token keyword"></span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="mc-scope.html">T</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="mc-scope.html">T</a></div><div class="brief "><p class="paragraph">Launch mc scope with a given seed</p></div><div class="symbol monospace"><span class="token keyword">inline suspend </span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="mc-scope.html">T</a><span class="token operator">&gt; </span><a href="mc-scope.html"><span class="token function">mcScope</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">generator<span class="token operator">: </span><a href="-random-generator/index.html">RandomGenerator</a><span class="token punctuation">, </span></span><span class="parameter ">block<span class="token operator">: </span><span class="token keyword"></span><a href="-m-c-scope/index.html">MCScope</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="mc-scope.html">T</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="mc-scope.html">T</a></div><div class="brief "><p class="paragraph">Launches a supervised Monte-Carlo scope</p></div></div></div>
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