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pygsti.optimize.check_jac.html
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pygsti.optimize.check_jac.html
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<h1>pygsti.optimize.check_jac<a class="headerlink" href="#pygsti-optimize-check-jac" title="Permalink to this headline">¶</a></h1>
<dl class="function">
<dt id="pygsti.optimize.check_jac">
<code class="descclassname">pygsti.optimize.</code><code class="descname">check_jac</code><span class="sig-paren">(</span><em>f</em>, <em>x0</em>, <em>jacToCheck</em>, <em>eps=1e-10</em>, <em>tol=1e-06</em>, <em>errType='rel'</em><span class="sig-paren">)</span><a class="headerlink" href="#pygsti.optimize.check_jac" title="Permalink to this definition">¶</a></dt>
<dd><p>Checks a jacobian function using finite differences.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
<li><strong>f</strong> (<em>function</em>) – The function to check.</li>
<li><strong>x0</strong> (<em>numpy array</em>) – The point at which to check the jacobian.</li>
<li><strong>jacToCheck</strong> (<em>function</em>) – A function which should compute the jacobian of f at x0.</li>
<li><strong>eps</strong> (<em>float, optional</em>) – Epsilon to use in finite difference calculations of jacobian.</li>
<li><strong>tol</strong> (<em>float, optional</em>) – The allowd tolerance on the relative differene between the
values of the finite difference and jacToCheck jacobians
if errType == ‘rel’ or the absolute difference if errType == ‘abs’.</li>
</ul>
</td>
</tr>
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"><ul class="simple">
<li><strong>errSum</strong> (<em>float</em>) –
The total error between the jacobians.</li>
<li><strong>errs</strong> (<em>list</em>) –
List of (row,col,err) tuples giving the error for each row and column.</li>
<li><strong>ffd_jac</strong> (<em>numpy array</em>) –
The computed forward-finite-difference jacobian.</li>
</ul>
</p>
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