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‎_modules/index.html‎

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<head><meta charset="utf-8"/>
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<meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" />
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<head><meta charset="utf-8">
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<meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../genindex.html"><link rel="search" title="Search" href="../search.html">
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<!-- Generated with Sphinx 8.2.3 and Furo 2025.07.19 -->
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<title>Overview: module code - mkl_random 1.3.0dev0 documentation</title>
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<!-- Generated with Sphinx 8.2.3 and Furo 2025.09.25 -->
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<title>Overview: module code - mkl_random 1.3.0 documentation</title>
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<a href="../index.html"><div class="brand">mkl_random 1.3.0dev0 documentation</div></a>
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<a href="../index.html"><div class="brand">mkl_random 1.3.0 documentation</div></a>
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<span class="sidebar-brand-text">mkl_random 1.3.0dev0 documentation</span>
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<span class="sidebar-brand-text">mkl_random 1.3.0 documentation</span>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../tutorials.html">Beginner’s guide</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../how_to.html">How-to Guides</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../reference/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">mkl_random</span></code> APIs</a><input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" role="switch" type="checkbox"/><label for="toctree-checkbox-1"><div class="visually-hidden">Toggle navigation of mkl_random APIs</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../reference/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">mkl_random</span></code> APIs</a><input aria-label="Toggle navigation of mkl_random APIs" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" role="switch" type="checkbox"/><label for="toctree-checkbox-1"><span class="icon"><svg><use href="#svg-arrow-right"></use></svg></span></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="../reference/api.html">Class RandomState</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/mt19937.html">MT19937 brng</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/sfmt19937.html">SFMT19937 brng</a></li>
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‎_sources/how_to.rst.txt‎

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Initialize the state of the generator using leap-frog method, or raise :code:`ValueError`
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exception if not supported.
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The leap-frog method partitions state tragectory into :code:`nstream` interleaved non-overlapping
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The leap-frog method partitions state trajectory into :code:`nstream` interleaved non-overlapping
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sub-sequences, and argument :code:`k` identifies the subsequence.
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The method is supported for :ref:`"mcg31m1" <mcg31m1_brng>`, :ref:`"mcg59" <mcg59_brng>`, and :ref:`"wh" <wh_brng>`

‎_sources/reference/ars5.rst.txt‎

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rs_vec = mkl_random.RandomState([1234, 567, 89, 0], brng="ars5")
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gsample = rs_vec.gamma(3, 1, size=1000)
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‎_sources/reference/mcg31.rst.txt‎

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‎_sources/reference/mcg59.rst.txt‎

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‎_sources/reference/mrg32k3a.rst.txt‎

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‎_sources/reference/mt2203.rst.txt‎

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‎_sources/reference/philox4x32x10.rst.txt‎

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‎_sources/reference/r250.rst.txt‎

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‎_sources/reference/sfmt19937.rst.txt‎

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When seed is not specified, the generator is initialized using system clock, e.g.:

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