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      <h1>A Note on Reproducability</h1>
                        <h4 class="author">Ewan Keith</h4>
            
            <h4 class="date">2017-09-16</h4>
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<div class="contents">
<p>By specifying seed values when calling functions dependent on random number generation (RNG) b