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<h3>

Alexandre Mestiashvili pushed to branch upstream

at <a href="https://salsa.debian.org/med-team/python-multipletau">Debian Med / python-multipletau</a>

</h3>

<h4>

Commits:

</h4>

<ul>

<li>

<strong><a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e">71088481</a></strong>

<div>

<span>by Alexandre Mestiashvili</span>

<i>at 2018-12-11T09:46:19Z</i>

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<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version 0.3.3+ds</pre>

</li>

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<h4>6 changed files:</h4>

<ul>

<li class="file-stats">

<a href="#1c497fbb3a46b78edf04cc2a2fa33f67e3ffbe2a">

CHANGELOG

</a>

</li>

<li class="file-stats">

<a href="#561b88e19de321ca62c7590bbb350765fb110905">

README.rst

</a>

</li>

<li class="file-stats">

<a href="#d0153cac95479af9bfb99b746b633bc8255bb53a">

docs/index.rst

</a>

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<li class="file-stats">

<a href="#0e249d8bc1246e0338a1a422323afbb20d24701d">

multipletau/__init__.py

</a>

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<li class="file-stats">

<a href="#77636e37b96618b010efdbbf9307810ed9b5ca15">

multipletau/core.py

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<a href="#a767259f1141fc30eb892bada3f83d18e9abf76b">

<span class="new-file">

+

tests/test_sanity.py

</span>

</a>

</li>

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<h4>Changes:</h4>

<li id="1c497fbb3a46b78edf04cc2a2fa33f67e3ffbe2a">

<a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e#1c497fbb3a46b78edf04cc2a2fa33f67e3ffbe2a"><strong>CHANGELOG</strong></a>

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1

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<pre style="margin: 0;">+<span id="LC1" class="line" lang="plaintext">0.3.3</span>

</pre>

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<pre style="margin: 0;">+<span id="LC2" class="line" lang="plaintext"> - fix: add constant `ZERO_CUTOFF` that defines when a trace average is</span>

</pre>

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<pre style="margin: 0;">+<span id="LC3" class="line" lang="plaintext">   treated as zero</span>

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<pre style="margin: 0;">+<span id="LC4" class="line" lang="plaintext"> - enh: replace asserts with raises (#15)</span>

</pre>

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1

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5

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="plaintext">0.3.2</span>

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<pre style="margin: 0;"> <span id="LC6" class="line" lang="plaintext"> - fix: multipletau package not available when building the docs</span>

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<pre style="margin: 0;"> <span id="LC7" class="line" lang="plaintext">0.3.1</span>

</pre>

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<br>

</li>

<li id="561b88e19de321ca62c7590bbb350765fb110905">

<a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e#561b88e19de321ca62c7590bbb350765fb110905"><strong>README.rst</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -3,7 +3,7 @@ multipletau</td>

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<pre style="margin: 0;"> <span id="LC4" class="line" lang="plaintext">|PyPI Version| |Tests Status| |Coverage Status| |Docs Status|</span>

</pre>

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">-<span id="LC6" class="line" lang="plaintext">Multipe-tau correlation is computed on a logarithmic scale (less</span>

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<pre style="margin: 0;">+<span id="LC6" class="line" lang="plaintext">Multip<span class="idiff left right">l</span>e-tau correlation is computed on a logarithmic scale (less</span>

</pre>

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<pre style="margin: 0;"> <span id="LC7" class="line" lang="plaintext">data points are computed) and is thus much faster than conventional</span>

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="plaintext">correlation on a linear scale such as `numpy.correlate <http://docs.scipy.org/doc/numpy/reference/generated/numpy.correlate.html>`__. </span>

</pre>

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<pre style="margin: 0;"> <span id="LC9" class="line" lang="plaintext"></span>

</pre>

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</li>

<li id="d0153cac95479af9bfb99b746b633bc8255bb53a">

<a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e#d0153cac95479af9bfb99b746b633bc8255bb53a"><strong>docs/index.rst</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -29,6 +29,9 @@ Cross-correlation (NumPy)</td>

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<pre style="margin: 0;"> <span id="LC29" class="line" lang="plaintext">-------------------------</span>

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<pre style="margin: 0;"> <span id="LC30" class="line" lang="plaintext">.. autofunction:: correlate_numpy</span>

</pre>

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<pre style="margin: 0;"> <span id="LC31" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC32" class="line" lang="plaintext">Constants</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC33" class="line" lang="plaintext">---------</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="34" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC34" class="line" lang="plaintext">.. autodata:: multipletau.core.ZERO_CUTOFF</span>

</pre>

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<pre style="margin: 0;"> <span id="LC35" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC36" class="line" lang="plaintext">Examples</span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="34" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC37" class="line" lang="plaintext">========</span>

</pre>

</td>

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</table>

<br>

</li>

<li id="0e249d8bc1246e0338a1a422323afbb20d24701d">

<a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e#0e249d8bc1246e0338a1a422323afbb20d24701d"><strong>multipletau/__init__.py</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -4,7 +4,7 @@ u"""</td>

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<pre style="margin: 0;"> <span id="LC4" class="line" lang="python"><span class="s" style="color: #d14;">Multipletau provides a multiple-τ algorithm for Python 2.7 and</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="python"><span class="s" style="color: #d14;">Python 3.x with :py:mod:`numpy` as its sole dependency.</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC6" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC7" class="line" lang="python"><span class="s" style="color: #d14;">Multipe-τ correlation is computed on a logarithmic scale (less</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC7" class="line" lang="python"><span class="s" style="color: #d14;">Multip<span class="idiff left right">l</span>e-τ correlation is computed on a logarithmic scale (less</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="python"><span class="s" style="color: #d14;">data points are computed) and is thus much faster than conventional</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC9" class="line" lang="python"><span class="s" style="color: #d14;">correlation on a linear scale such as  :py:func:`numpy.correlate`.</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC10" class="line" lang="python"></span>

</pre>

</td>

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</table>

<br>

</li>

<li id="77636e37b96618b010efdbbf9307810ed9b5ca15">

<a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e#77636e37b96618b010efdbbf9307810ed9b5ca15"><strong>multipletau/core.py</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="41" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="41" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -41,6 +41,11 @@ import warnings</td>

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<pre style="margin: 0;"> <span id="LC41" class="line" lang="python"><span class="n" style="color: #333;">__all__</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span><span class="s" style="color: #d14;">"autocorrelate"</span><span class="p">,</span> <span class="s" style="color: #d14;">"correlate"</span><span class="p">,</span> <span class="s" style="color: #d14;">"correlate_numpy"</span><span class="p">]</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC42" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC43" class="line" lang="python"></span>

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<pre style="margin: 0;">+<span id="LC44" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;">#: Defines the cutoff when the absolute mean trace divided by the median</span></span>

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<pre style="margin: 0;">+<span id="LC45" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;">#: of the absolute value of the trace is treated as zero.</span></span>

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<pre style="margin: 0;">+<span id="LC46" class="line" lang="python"><span class="n" style="color: #333;">ZERO_CUTOFF</span> <span class="o" style="font-weight: 600;">=</span> <span class="mf" style="color: #099;">1e-15</span></span>

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<pre style="margin: 0;">+<span id="LC47" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC48" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC49" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">DtypeWarning</span><span class="p">(</span><span class="nb" style="color: #0086b3;">UserWarning</span><span class="p">):</span></span>

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<pre style="margin: 0;"> <span id="LC50" class="line" lang="python">    <span class="k" style="font-weight: 600;">pass</span></span>

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<pre style="margin: 0;"> <span id="LC51" class="line" lang="python"></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="138" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -138,15 +143,18 @@ def autocorrelate(a, m=16, deltat=1, normalize=False, copy=True, dtype=None,</td>

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<pre style="margin: 0;"> <span id="LC143" class="line" lang="python"><span class="s" style="color: #d14;">           [  4.00000000e+00,   2.03775000e+04],</span></span>

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<pre style="margin: 0;"> <span id="LC144" class="line" lang="python"><span class="s" style="color: #d14;">           [  8.00000000e+00,   1.50612000e+04]])</span></span>

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<pre style="margin: 0;"> <span id="LC145" class="line" lang="python"><span class="s" style="color: #d14;">    """</span></span>

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<pre style="margin: 0;">-<span id="LC141" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">copy</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">)</span></span>

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<pre style="margin: 0;">-<span id="LC142" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">normalize</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">)</span></span>

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<pre style="margin: 0;">-<span id="LC143" class="line" lang="python">    <span class="n" style="color: #333;">msg</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"'normalize' and 'ret_sum' must not both be true"</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC144" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="ow" style="font-weight: 600;">not</span> <span class="p">(</span><span class="n" style="color: #333;">normalize</span> <span class="ow" style="font-weight: 600;">and</span> <span class="n" style="color: #333;">ret_sum</span><span class="p">),</span> <span class="n" style="color: #333;">msg</span></span>

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<pre style="margin: 0;">-<span id="LC145" class="line" lang="python"></span>

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<pre style="margin: 0;">+<span id="LC146" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">normalize</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">):</span></span>

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<pre style="margin: 0;">+<span id="LC147" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`normalize` must be boolean!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="148" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC148" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">copy</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="149" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC149" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`copy` must be boolean!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="150" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC150" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">ret_sum</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="151" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC151" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`ret_sum` must be boolean!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="152" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC152" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">normalize</span> <span class="ow" style="font-weight: 600;">and</span> <span class="n" style="color: #333;">ret_sum</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="153" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC153" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"'normalize' and 'ret_sum' must not both be True!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="154" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC154" class="line" lang="python">    <span class="n" style="color: #333;">compress_values</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span><span class="s" style="color: #d14;">"average"</span><span class="p">,</span> <span class="s" style="color: #d14;">"first"</span><span class="p">,</span> <span class="s" style="color: #d14;">"second"</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="155" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC147" class="line" lang="python">    <span class="k" style="font-weight: 600;"><span class="idiff left">assert</span></span><span class="idiff"> </span><span class="nb" style="color: #0086b3;"><span class="idiff">any</span></span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff">compress</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">in</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">s</span></span><span class="idiff"> </span><span class="k" style="font-weight: 600;"><span class="idiff">for</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">s</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">in</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">compress_values</span></span><span class="p"><span class="idiff">),</span></span><span class="idiff right"> \</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="148" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="155" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC148" class="line" lang="python">        <span class="s" style="color: #d14;"><span class="idiff left">"Unvalid string of compress. Possible values are "</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">+</span></span><span class="idiff right"> \</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="149" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="155" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC149" class="line" lang="python">        <span class="s" style="color: #d14;"><span class="idiff left">','</span></span><span class="o" style="font-weight: 600;"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">join</span></span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff right">compress_values</span></span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="150" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="155" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC155" class="line" lang="python">    <span class="k" style="font-weight: 600;"><span class="idiff left">if</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">compress</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">not</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">in</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">compress_values</span></span><span class="p"><span class="idiff right">:</span></span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="150" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="156" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC156" class="line" lang="python">        <span class="k" style="font-weight: 600;"><span class="idiff left">raise</span></span><span class="idiff"> </span><span class="nb" style="color: #0086b3;"><span class="idiff">ValueError</span></span><span class="p"><span class="idiff">(</span></span><span class="s" style="color: #d14;"><span class="idiff right">"Invalid value for `compress`! Possible values "</span></span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="150" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="157" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC157" class="line" lang="python">        <span class="idiff left">                 </span><span class="s" style="color: #d14;"><span class="idiff">"are '{}'."</span></span><span class="o" style="font-weight: 600;"><span class="idiff">.</span></span><span class="nb" style="color: #0086b3;"><span class="idiff">format</span></span><span class="p"><span class="idiff">(</span></span><span class="s" style="color: #d14;"><span class="idiff">','</span></span><span class="o" style="font-weight: 600;"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">join</span></span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff">compress_values</span></span><span class="p"><span class="idiff right">))</span>)</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC158" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="151" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="159" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC159" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">dtype</span> <span class="ow" style="font-weight: 600;">is</span> <span class="bp" style="color: #999;">None</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="152" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC160" class="line" lang="python">        <span class="n" style="color: #333;">dtype</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">dtype</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">__class__</span><span class="p">)</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="204" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -204,10 +212,12 @@ def autocorrelate(a, m=16, deltat=1, normalize=False, copy=True, dtype=None,</td>

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<pre style="margin: 0;"> <span id="LC212" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># We use the fluctuation of the signal around the mean</span></span>

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<pre style="margin: 0;"> <span id="LC213" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">normalize</span><span class="p">:</span></span>

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<pre style="margin: 0;"> <span id="LC214" class="line" lang="python">        <span class="n" style="color: #333;">trace</span> <span class="o" style="font-weight: 600;">-=</span> <span class="n" style="color: #333;">traceavg</span></span>

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<td class="diff-line-num new_line old" data-linenumber="215" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC207" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">traceavg</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span></span>

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<td class="diff-line-num new old_line" data-linenumber="208" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="215" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC215" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">traceavg</span><span class="p">)</span> <span class="o" style="font-weight: 600;">/</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">median</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">trace</span><span class="p">))</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ZERO_CUTOFF</span><span class="p">:</span></span>

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<td class="diff-line-num new old_line" data-linenumber="208" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC216" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC217" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC218" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Otherwise the following for-loop will fail:</span></span>

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<td class="diff-line-num new_line old" data-linenumber="219" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC210" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">N</span> <span class="o" style="font-weight: 600;">>=</span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">m</span><span class="p">,</span> <span class="s" style="color: #d14;">"len(a) must be larger than 2m!"</span></span>

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<pre style="margin: 0;">+<span id="LC219" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">N</span> <span class="o" style="font-weight: 600;"><</span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">m</span><span class="p">:</span></span>

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<pre style="margin: 0;">+<span id="LC220" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`len(a)` must be >= `2m`!"</span><span class="p">)</span></span>

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<td class="diff-line-num new_line" data-linenumber="221" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC221" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC222" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Calculate autocorrelation function for first m+1 bins</span></span>

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<pre style="margin: 0;"> <span id="LC223" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Discrete convolution of m elements</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="382" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="392" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -382,22 +392,27 @@ def correlate(a, v, m=16, deltat=1, normalize=False, copy=True, dtype=None,</td>

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<pre style="margin: 0;"> <span id="LC392" class="line" lang="python"><span class="s" style="color: #d14;">           [  8.00000000e+00,   1.58508000e+04]])</span></span>

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<pre style="margin: 0;"> <span id="LC393" class="line" lang="python"></span>

</pre>

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384

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<td class="diff-line-num new_line" data-linenumber="394" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

394

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<pre style="margin: 0;"> <span id="LC394" class="line" lang="python"><span class="s" style="color: #d14;">    """</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="385" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

385

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<td class="diff-line-num new_line old" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC385" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">copy</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="386" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

386

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<td class="diff-line-num new_line old" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC386" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">normalize</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="387" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

387

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<td class="diff-line-num new_line old" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC387" class="line" lang="python">    <span class="n" style="color: #333;">msg</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"'normalize' and 'ret_sum' must not both be true"</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="388" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

388

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<td class="diff-line-num new_line old" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content noteable_line old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC388" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="ow" style="font-weight: 600;">not</span> <span class="p">(</span><span class="n" style="color: #333;">normalize</span> <span class="ow" style="font-weight: 600;">and</span> <span class="n" style="color: #333;">ret_sum</span><span class="p">),</span> <span class="n" style="color: #333;">msg</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="389" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

389

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<td class="diff-line-num new_line old" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content noteable_line old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC389" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

395

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<pre style="margin: 0;">+<span id="LC395" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">normalize</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="396" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

396

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC396" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`normalize` must be boolean!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="397" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

397

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC397" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">copy</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="398" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

398

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC398" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`copy` must be boolean!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="399" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

399

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC399" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="nb" style="color: #0086b3;">isinstance</span><span class="p">(</span><span class="n" style="color: #333;">ret_sum</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">bool</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="400" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

400

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC400" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`ret_sum` must be boolean!"</span><span class="p">)</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="401" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

401

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC401" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">normalize</span> <span class="ow" style="font-weight: 600;">and</span> <span class="n" style="color: #333;">ret_sum</span><span class="p">:</span></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="diff-line-num new old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="402" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

402

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC402" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"'normalize' and 'ret_sum' must not both be True!"</span><span class="p">)</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="390" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

390

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<td class="diff-line-num new_line" data-linenumber="403" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

403

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<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC403" class="line" lang="python">    <span class="n" style="color: #333;">compress_values</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span><span class="s" style="color: #d14;">"average"</span><span class="p">,</span> <span class="s" style="color: #d14;">"first"</span><span class="p">,</span> <span class="s" style="color: #d14;">"second"</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="391" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

391

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<td class="diff-line-num new_line old" data-linenumber="404" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content noteable_line old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC391" class="line" lang="python">    <span class="k" style="font-weight: 600;"><span class="idiff left">assert</span></span><span class="idiff"> </span><span class="nb" style="color: #0086b3;"><span class="idiff">any</span></span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff">compress</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">in</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">s</span></span><span class="idiff"> </span><span class="k" style="font-weight: 600;"><span class="idiff">for</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">s</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">in</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">compress_values</span></span><span class="p"><span class="idiff">),</span></span><span class="idiff right"> \</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="392" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

392

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<td class="diff-line-num new_line old" data-linenumber="404" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC392" class="line" lang="python">        <span class="s" style="color: #d14;"><span class="idiff left">"Unvalid string of compress. Possible values are "</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">+</span></span><span class="idiff right"> \</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="393" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

393

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<td class="diff-line-num new_line old" data-linenumber="404" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC393" class="line" lang="python">        <span class="s" style="color: #d14;"><span class="idiff left">','</span></span><span class="o" style="font-weight: 600;"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">join</span></span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff right">compress_values</span></span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="394" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="404" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

404

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<pre style="margin: 0;">+<span id="LC404" class="line" lang="python">    <span class="k" style="font-weight: 600;"><span class="idiff left">if</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">compress</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">not</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">in</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">compress_values</span></span><span class="p"><span class="idiff right">:</span></span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="394" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="405" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC405" class="line" lang="python">        <span class="k" style="font-weight: 600;"><span class="idiff left">raise</span></span><span class="idiff"> </span><span class="nb" style="color: #0086b3;"><span class="idiff">ValueError</span></span><span class="p"><span class="idiff">(</span></span><span class="s" style="color: #d14;"><span class="idiff right">"Invalid value for `compress`! Possible values "</span></span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="394" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="406" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC406" class="line" lang="python">        <span class="idiff left">                 </span><span class="s" style="color: #d14;"><span class="idiff">"are '{}'."</span></span><span class="o" style="font-weight: 600;"><span class="idiff">.</span></span><span class="nb" style="color: #0086b3;"><span class="idiff">format</span></span><span class="p"><span class="idiff">(</span></span><span class="s" style="color: #d14;"><span class="idiff">','</span></span><span class="o" style="font-weight: 600;"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">join</span></span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff">compress_values</span></span><span class="p"><span class="idiff right">))</span>)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="394" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

394

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<td class="diff-line-num new_line" data-linenumber="407" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC407" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="395" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="408" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC408" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># See `autocorrelation` for better documented code.</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="396" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="409" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC409" class="line" lang="python">    <span class="n" style="color: #333;">traceavg1</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">average</span><span class="p">(</span><span class="n" style="color: #333;">v</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="397" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="410" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC410" class="line" lang="python">    <span class="n" style="color: #333;">traceavg2</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">average</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="398" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="411" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC411" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">normalize</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="399" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="412" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC399" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">traceavg1</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `v` is zero!"</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="400" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="412" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC400" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">traceavg2</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="401" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="412" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC412" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">traceavg1</span><span class="p">)</span> <span class="o" style="font-weight: 600;">/</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">median</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">v</span><span class="p">))</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ZERO_CUTOFF</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="401" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="413" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC413" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"Cannot normalize: Average of `v` is zero!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="401" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="414" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

414

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<pre style="margin: 0;">+<span id="LC414" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">traceavg2</span><span class="p">)</span> <span class="o" style="font-weight: 600;">/</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">median</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">))</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ZERO_CUTOFF</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="401" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="415" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC415" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="416" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC416" class="line" lang="python"></span>

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<td class="diff-line-num old_line" data-linenumber="402" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="417" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC417" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">dtype</span> <span class="ow" style="font-weight: 600;">is</span> <span class="bp" style="color: #999;">None</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="403" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="418" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC418" class="line" lang="python">        <span class="n" style="color: #333;">dtype</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">dtype</span><span class="p">(</span><span class="n" style="color: #333;">v</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">__class__</span><span class="p">)</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="430" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="445" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -430,7 +445,8 @@ def correlate(a, v, m=16, deltat=1, normalize=False, copy=True, dtype=None,</td>

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<td class="diff-line-num new_line" data-linenumber="445" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC445" class="line" lang="python"></span>

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<td class="diff-line-num old_line" data-linenumber="431" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="446" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC446" class="line" lang="python">    <span class="n" style="color: #333;">trace2</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">array</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">,</span> <span class="n" style="color: #333;">dtype</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dtype</span><span class="p">,</span> <span class="n" style="color: #333;">copy</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">copy</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="447" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC447" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="433" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="448" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC433" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">trace1</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">trace2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="s" style="color: #d14;">"`a`,`v` must have same length!"</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="434" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="448" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC448" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">trace1</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">size</span> <span class="o" style="font-weight: 600;">!=</span> <span class="n" style="color: #333;">trace2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">size</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="434" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC449" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`a` and `v` must have same length!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="434" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="450" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC450" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="435" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="451" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC451" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Complex data</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="436" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="452" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC452" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">dtype</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">kind</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">"c"</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="467" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="483" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -467,7 +483,8 @@ def correlate(a, v, m=16, deltat=1, normalize=False, copy=True, dtype=None,</td>

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<td class="diff-line-num new_line" data-linenumber="483" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC483" class="line" lang="python">        <span class="n" style="color: #333;">trace2</span> <span class="o" style="font-weight: 600;">-=</span> <span class="n" style="color: #333;">traceavg2</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="468" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="484" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC484" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="469" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="485" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC485" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Otherwise the following for-loop will fail:</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="470" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="486" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC470" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">N</span> <span class="o" style="font-weight: 600;">>=</span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">m</span><span class="p">,</span> <span class="s" style="color: #d14;">"len(a) must be larger than 2m!"</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC486" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">N</span> <span class="o" style="font-weight: 600;"><</span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">m</span><span class="p">:</span></span>

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<pre style="margin: 0;">+<span id="LC487" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`len(a)` must be >= `2m`!"</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC488" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC489" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Calculate autocorrelation function for first m+1 bins</span></span>

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<td class="diff-line-num new_line" data-linenumber="490" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC490" class="line" lang="python">    <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">n</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="n" style="color: #333;">m</span> <span class="o" style="font-weight: 600;">+</span> <span class="mi" style="color: #099;">1</span><span class="p">):</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="571" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="588" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -571,7 +588,8 @@ def correlate_numpy(a, v, deltat=1, normalize=False,</td>

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<pre style="margin: 0;"> <span id="LC588" class="line" lang="python">    <span class="n" style="color: #333;">ab</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">array</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">,</span> <span class="n" style="color: #333;">dtype</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dtype</span><span class="p">,</span> <span class="n" style="color: #333;">copy</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">copy</span><span class="p">)</span></span>

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<td class="diff-line-num new_line" data-linenumber="589" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC589" class="line" lang="python">    <span class="n" style="color: #333;">vb</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">array</span><span class="p">(</span><span class="n" style="color: #333;">v</span><span class="p">,</span> <span class="n" style="color: #333;">dtype</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dtype</span><span class="p">,</span> <span class="n" style="color: #333;">copy</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">copy</span><span class="p">)</span></span>

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<td class="diff-line-num new_line" data-linenumber="590" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC590" class="line" lang="python"></span>

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<td class="diff-line-num new_line old" data-linenumber="591" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC574" class="line" lang="python">    <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">ab</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">vb</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="s" style="color: #d14;">"`a`,`v` must have same length!"</span></span>

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<td class="diff-line-num new old_line" data-linenumber="575" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="591" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC591" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">ab</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">size</span> <span class="o" style="font-weight: 600;">!=</span> <span class="n" style="color: #333;">vb</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">size</span><span class="p">:</span></span>

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<td class="diff-line-num new old_line" data-linenumber="575" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="592" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC592" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"`a` and `v` must have same length!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="593" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC593" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="576" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="594" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC594" class="line" lang="python">    <span class="n" style="color: #333;">avg</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">average</span><span class="p">(</span><span class="n" style="color: #333;">ab</span><span class="p">)</span></span>

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<td class="diff-line-num old_line" data-linenumber="577" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="595" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC595" class="line" lang="python">    <span class="n" style="color: #333;">vvg</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">average</span><span class="p">(</span><span class="n" style="color: #333;">vb</span><span class="p">)</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="579" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="597" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -579,8 +597,10 @@ def correlate_numpy(a, v, deltat=1, normalize=False,</td>

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<td class="diff-line-num new_line" data-linenumber="597" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC597" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">normalize</span><span class="p">:</span></span>

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<td class="diff-line-num old_line" data-linenumber="580" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

580

</td>

<td class="diff-line-num new_line" data-linenumber="598" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

598

</td>

<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC598" class="line" lang="python">        <span class="n" style="color: #333;">ab</span> <span class="o" style="font-weight: 600;">-=</span> <span class="n" style="color: #333;">avg</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="581" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

581

</td>

<td class="diff-line-num new_line" data-linenumber="599" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

599

</td>

<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC599" class="line" lang="python">        <span class="n" style="color: #333;">vb</span> <span class="o" style="font-weight: 600;">-=</span> <span class="n" style="color: #333;">vvg</span></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="diff-line-num old old_line" data-linenumber="582" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

582

</td>

<td class="diff-line-num new_line old" data-linenumber="600" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content noteable_line old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC582" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">avg</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="583" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

583

</td>

<td class="diff-line-num new_line old" data-linenumber="600" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content noteable_line old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC583" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="n" style="color: #333;">vvg</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `v` is zero!"</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="diff-line-num new old_line" data-linenumber="584" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="600" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

600

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC600" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">avg</span><span class="p">)</span> <span class="o" style="font-weight: 600;">/</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">median</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">ab</span><span class="p">))</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ZERO_CUTOFF</span><span class="p">:</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="584" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="601" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

601

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC601" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span><span class="p">)</span></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="diff-line-num new old_line" data-linenumber="584" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="602" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

602

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC602" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">vvg</span><span class="p">)</span> <span class="o" style="font-weight: 600;">/</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">median</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">vb</span><span class="p">))</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ZERO_CUTOFF</span><span class="p">:</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="584" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="603" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

603

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC603" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">"Cannot normalize: Average of `v` is zero!"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="584" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

584

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<td class="diff-line-num new_line" data-linenumber="604" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

604

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<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC604" class="line" lang="python"></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="585" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

585

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<td class="diff-line-num new_line" data-linenumber="605" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

605

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<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC605" class="line" lang="python">    <span class="n" style="color: #333;">Gd</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">ab</span><span class="p">,</span> <span class="n" style="color: #333;">vb</span><span class="p">,</span> <span class="n" style="color: #333;">mode</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"full"</span><span class="p">)[</span><span class="nb" style="color: #0086b3;">len</span><span class="p">(</span><span class="n" style="color: #333;">ab</span><span class="p">)</span> <span class="o" style="font-weight: 600;">-</span> <span class="mi" style="color: #099;">1</span><span class="p">:]</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="586" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

586

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<td class="diff-line-num new_line" data-linenumber="606" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

606

</td>

<td class="line_content noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC606" class="line" lang="python"></span>

</pre>

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<br>

</li>

<li id="a767259f1141fc30eb892bada3f83d18e9abf76b">

<a href="https://salsa.debian.org/med-team/python-multipletau/commit/710884818faa0e1d0e067f4ecde3f1b471d1c66e#a767259f1141fc30eb892bada3f83d18e9abf76b"><strong>tests/test_sanity.py</strong></a>

<hr>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

1

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC1" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;">#!/usr/bin/env python</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="2" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

2

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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># -*- coding: utf-8 -*-</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

3

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"><span class="s" style="color: #d14;">"""Test correlation-autocorrelation identity"""</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

4

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">__future__</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">division</span><span class="p">,</span> <span class="n" style="color: #333;">print_function</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

5

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

6

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC6" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">numpy</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">np</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

7

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC7" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

8

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC8" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">multipletau</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

9

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

10

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">test_autocorrelate</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">get_sample_arrays</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

11

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

12

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC12" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

13

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC13" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_ac</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

14

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC14" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

15

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC15" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

16

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC16" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

17

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC17" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

18

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<pre style="margin: 0;">+<span id="LC18" class="line" lang="python">                                  <span class="n" style="color: #333;">copy</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">2</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

19

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC19" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

20

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC20" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`copy` must be boolean!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

21

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<pre style="margin: 0;">+<span id="LC21" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

22

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC22" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

23

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC23" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="24" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

24

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC24" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

</td>

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<td class="diff-line-num new new_line" data-linenumber="25" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC25" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="26" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

26

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<pre style="margin: 0;">+<span id="LC26" class="line" lang="python">                                  <span class="n" style="color: #333;">ret_sum</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">2</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="27" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

27

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<pre style="margin: 0;">+<span id="LC27" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="28" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC28" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`ret_sum` must be boolean!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="29" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

29

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<pre style="margin: 0;">+<span id="LC29" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="30" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

30

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<pre style="margin: 0;">+<span id="LC30" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="31" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

31

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<pre style="margin: 0;">+<span id="LC31" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

32

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<pre style="margin: 0;">+<span id="LC32" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

33

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<pre style="margin: 0;">+<span id="LC33" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="34" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

34

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<pre style="margin: 0;">+<span id="LC34" class="line" lang="python">                                  <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">2</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="35" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC35" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="36" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

36

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC36" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`normalize` must be boolean!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="37" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

37

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<pre style="margin: 0;">+<span id="LC37" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="38" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

38

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC38" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="39" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC39" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="40" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC40" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="41" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

41

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<pre style="margin: 0;">+<span id="LC41" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="42" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC42" class="line" lang="python">                                  <span class="n" style="color: #333;">compress</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"peter"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="43" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC43" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="44" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

44

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<pre style="margin: 0;">+<span id="LC44" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Invalid value for `compress`!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="45" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

45

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<pre style="margin: 0;">+<span id="LC45" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="46" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

46

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<td class="line_content new noteable_line" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC46" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="47" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

47

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<pre style="margin: 0;">+<span id="LC47" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="48" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

48

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<pre style="margin: 0;">+<span id="LC48" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="49" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

49

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<pre style="margin: 0;">+<span id="LC49" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="50" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

50

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<pre style="margin: 0;">+<span id="LC50" class="line" lang="python">                                  <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="51" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

51

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<pre style="margin: 0;">+<span id="LC51" class="line" lang="python">                                  <span class="n" style="color: #333;">ret_sum</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="52" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

52

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<pre style="margin: 0;">+<span id="LC52" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="53" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

53

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<pre style="margin: 0;">+<span id="LC53" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"'normalize' and 'ret_sum' must not both be True!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="54" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC54" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="55" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

55

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<pre style="margin: 0;">+<span id="LC55" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="56" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

56

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<pre style="margin: 0;">+<span id="LC56" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="57" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC57" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="58" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC58" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_ac_trace0</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="59" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC59" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="60" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC60" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="61" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC61" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]),</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC62" class="line" lang="python">                                  <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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63

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<pre style="margin: 0;">+<span id="LC63" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="64" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

64

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<pre style="margin: 0;">+<span id="LC64" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="65" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC65" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="66" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC66" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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67

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<pre style="margin: 0;">+<span id="LC67" class="line" lang="python"></span>

</pre>

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68

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<pre style="margin: 0;">+<span id="LC68" class="line" lang="python"></span>

</pre>

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69

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<pre style="margin: 0;">+<span id="LC69" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_ac_tracesize</span><span class="p">():</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC70" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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71

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<pre style="margin: 0;">+<span id="LC71" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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72

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<pre style="margin: 0;">+<span id="LC72" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">autocorrelate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">][:</span><span class="mi" style="color: #099;">31</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="73" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

73

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<pre style="margin: 0;">+<span id="LC73" class="line" lang="python">                                  <span class="n" style="color: #333;">m</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">16</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC74" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC75" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">'`len(a)` must be >= `2m`!'</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="76" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

76

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<pre style="margin: 0;">+<span id="LC76" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="77" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC77" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC78" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC79" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC80" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_cc</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="81" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

81

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<pre style="margin: 0;">+<span id="LC81" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="82" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

82

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<pre style="margin: 0;">+<span id="LC82" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="83" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

83

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<pre style="margin: 0;">+<span id="LC83" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="84" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

84

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<pre style="margin: 0;">+<span id="LC84" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="85" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

85

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<pre style="margin: 0;">+<span id="LC85" class="line" lang="python">                              <span class="n" style="color: #333;">copy</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">2</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="86" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

86

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<pre style="margin: 0;">+<span id="LC86" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="87" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

87

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<pre style="margin: 0;">+<span id="LC87" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`copy` must be boolean!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="88" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

88

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<pre style="margin: 0;">+<span id="LC88" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="89" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

89

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<pre style="margin: 0;">+<span id="LC89" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="90" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC90" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="91" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC91" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="92" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC92" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="93" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC93" class="line" lang="python">                              <span class="n" style="color: #333;">ret_sum</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">2</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="94" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC94" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="95" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC95" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`ret_sum` must be boolean!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="96" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC96" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="97" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC97" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="98" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

98

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<pre style="margin: 0;">+<span id="LC98" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="99" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

99

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<pre style="margin: 0;">+<span id="LC99" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

100

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<pre style="margin: 0;">+<span id="LC100" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="101" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

101

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<pre style="margin: 0;">+<span id="LC101" class="line" lang="python">                              <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">2</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

102

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<pre style="margin: 0;">+<span id="LC102" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="103" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

103

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<pre style="margin: 0;">+<span id="LC103" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`normalize` must be boolean!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="104" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

104

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<pre style="margin: 0;">+<span id="LC104" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

105

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<pre style="margin: 0;">+<span id="LC105" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

106

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<pre style="margin: 0;">+<span id="LC106" class="line" lang="python"></span>

</pre>

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107

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<pre style="margin: 0;">+<span id="LC107" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

108

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<pre style="margin: 0;">+<span id="LC108" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

109

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<pre style="margin: 0;">+<span id="LC109" class="line" lang="python">                              <span class="n" style="color: #333;">compress</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"peter"</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC110" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="111" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC111" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Invalid value for `compress`!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="112" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

112

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<pre style="margin: 0;">+<span id="LC112" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="113" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC113" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="114" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

114

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<pre style="margin: 0;">+<span id="LC114" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="115" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC115" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

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<pre style="margin: 0;">+<span id="LC116" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC117" class="line" lang="python">                              <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC118" class="line" lang="python">                              <span class="n" style="color: #333;">ret_sum</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC119" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

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<td class="diff-line-num new new_line" data-linenumber="120" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC120" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"'normalize' and 'ret_sum' must not both be True!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

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<pre style="margin: 0;">+<span id="LC121" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC122" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="123" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC123" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC124" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC125" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_cc_trace0</span><span class="p">():</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC126" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="127" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC127" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="128" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC128" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]),</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC129" class="line" lang="python">                              <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC130" class="line" lang="python">                              <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="131" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC131" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="132" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC132" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

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<pre style="margin: 0;">+<span id="LC133" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="134" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

134

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<pre style="margin: 0;">+<span id="LC134" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="135" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

135

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<pre style="margin: 0;">+<span id="LC135" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="136" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

136

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<pre style="margin: 0;">+<span id="LC136" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="137" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

137

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<pre style="margin: 0;">+<span id="LC137" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="138" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

138

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<pre style="margin: 0;">+<span id="LC138" class="line" lang="python">                              <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]),</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="139" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

139

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<pre style="margin: 0;">+<span id="LC139" class="line" lang="python">                              <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="140" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

140

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<pre style="margin: 0;">+<span id="LC140" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="141" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

141

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<pre style="margin: 0;">+<span id="LC141" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `v` is zero!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="142" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

142

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<pre style="margin: 0;">+<span id="LC142" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="143" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC143" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="144" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

144

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<pre style="margin: 0;">+<span id="LC144" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="145" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC145" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC146" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_cc_tracesize</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="147" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

147

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<pre style="margin: 0;">+<span id="LC147" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="148" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC148" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="149" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

149

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<pre style="margin: 0;">+<span id="LC149" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">][:</span><span class="mi" style="color: #099;">31</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="150" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

150

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<pre style="margin: 0;">+<span id="LC150" class="line" lang="python">                              <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">][:</span><span class="mi" style="color: #099;">31</span><span class="p">],</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC151" class="line" lang="python">                              <span class="n" style="color: #333;">m</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">16</span><span class="p">)</span></span>

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<pre style="margin: 0;">+<span id="LC152" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="153" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC153" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">'`len(a)` must be >= `2m`!'</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="154" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

154

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<pre style="margin: 0;">+<span id="LC154" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="155" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC155" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="156" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC156" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC157" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC158" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_cc_samesize</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="159" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC159" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="160" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC160" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC161" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="162" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC162" class="line" lang="python">                              <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="163" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC163" class="line" lang="python">                              <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="164" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC164" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="165" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC165" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`a` and `v` must have same length!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="166" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC166" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="167" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC167" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC168" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC169" class="line" lang="python"></span>

</pre>

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170

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<pre style="margin: 0;">+<span id="LC170" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_numpy_cc_trace0</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="171" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

171

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<pre style="margin: 0;">+<span id="LC171" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="172" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

172

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<pre style="margin: 0;">+<span id="LC172" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="173" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

173

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<pre style="margin: 0;">+<span id="LC173" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate_numpy</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]),</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

174

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<pre style="margin: 0;">+<span id="LC174" class="line" lang="python">                                    <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="175" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

175

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<pre style="margin: 0;">+<span id="LC175" class="line" lang="python">                                    <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="176" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

176

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<pre style="margin: 0;">+<span id="LC176" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="177" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

177

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<pre style="margin: 0;">+<span id="LC177" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `a` is zero!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="178" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

178

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<pre style="margin: 0;">+<span id="LC178" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="179" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

179

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<pre style="margin: 0;">+<span id="LC179" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="180" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

180

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<pre style="margin: 0;">+<span id="LC180" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="181" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC181" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="182" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC182" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate_numpy</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="183" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC183" class="line" lang="python">                                    <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]),</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="184" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC184" class="line" lang="python">                                    <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="185" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

185

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<pre style="margin: 0;">+<span id="LC185" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="186" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC186" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"Cannot normalize: Average of `v` is zero!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC187" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="188" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

188

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<pre style="margin: 0;">+<span id="LC188" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="189" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

189

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<pre style="margin: 0;">+<span id="LC189" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="190" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

190

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<pre style="margin: 0;">+<span id="LC190" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="191" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

191

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<pre style="margin: 0;">+<span id="LC191" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_numpy_cc_samesize</span><span class="p">():</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="192" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

192

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<pre style="margin: 0;">+<span id="LC192" class="line" lang="python">    <span class="n" style="color: #333;">arrs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">get_sample_arrays</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="193" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

193

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<pre style="margin: 0;">+<span id="LC193" class="line" lang="python">    <span class="k" style="font-weight: 600;">try</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="194" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

194

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<pre style="margin: 0;">+<span id="LC194" class="line" lang="python">        <span class="n" style="color: #333;">multipletau</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">correlate_numpy</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="195" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

195

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<pre style="margin: 0;">+<span id="LC195" class="line" lang="python">                                    <span class="n" style="color: #333;">v</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">arrs</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="196" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

196

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<pre style="margin: 0;">+<span id="LC196" class="line" lang="python">                                    <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="197" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

197

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<pre style="margin: 0;">+<span id="LC197" class="line" lang="python">    <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ValueError</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">e</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="198" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

198

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<pre style="margin: 0;">+<span id="LC198" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="s" style="color: #d14;">"`a` and `v` must have same length!"</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">e</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">args</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="199" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

199

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<pre style="margin: 0;">+<span id="LC199" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="200" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

200

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<pre style="margin: 0;">+<span id="LC200" class="line" lang="python">        <span class="k" style="font-weight: 600;">assert</span> <span class="bp" style="color: #999;">False</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="201" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

201

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<pre style="margin: 0;">+<span id="LC201" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="202" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC202" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="203" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC203" class="line" lang="python"><span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">__name__</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">"__main__"</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="204" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC204" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># Run all tests</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="205" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC205" class="line" lang="python">    <span class="n" style="color: #333;">loc</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">locals</span><span class="p">()</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC206" class="line" lang="python">    <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">key</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">list</span><span class="p">(</span><span class="n" style="color: #333;">loc</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">keys</span><span class="p">()):</span></span>

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<pre style="margin: 0;">+<span id="LC207" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">key</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">startswith</span><span class="p">(</span><span class="s" style="color: #d14;">"test_"</span><span class="p">)</span> <span class="ow" style="font-weight: 600;">and</span> <span class="nb" style="color: #0086b3;">hasattr</span><span class="p">(</span><span class="n" style="color: #333;">loc</span><span class="p">[</span><span class="n" style="color: #333;">key</span><span class="p">],</span> <span class="s" style="color: #d14;">"__call__"</span><span class="p">):</span></span>

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<pre style="margin: 0;">+<span id="LC208" class="line" lang="python">            <span class="n" style="color: #333;">loc</span><span class="p">[</span><span class="n" style="color: #333;">key</span><span class="p">]()</span></span></pre>

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