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<h3>
Andreas Tille pushed to branch upstream
at <a href="https://salsa.debian.org/med-team/python-treetime">Debian Med / python-treetime</a>
</h3>
<h4>
Commits:
</h4>
<ul>
<li>
<strong><a href="https://salsa.debian.org/med-team/python-treetime/-/commit/de590170282fb0ab347d696cbbd5557bdae500f7">de590170</a></strong>
<div>
<span>by Andreas Tille</span>
<i>at 2022-02-19T08:37:39+01:00</i>
</div>
<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version 0.8.6</pre>
</li>
</ul>
<h4>3 changed files:</h4>
<ul>
<li class="file-stats">
<a href="#4c23f3e77a0ef00cf8da63e8e50eef5197724f75">
changelog.md
</a>
</li>
<li class="file-stats">
<a href="#716e6f6c16580800d13452615e2c01668aacc288">
treetime/__init__.py
</a>
</li>
<li class="file-stats">
<a href="#a2e471fd9fc09543e8fd92727442680e1b76576b">
treetime/treeanc.py
</a>
</li>
</ul>
<h4>Changes:</h4>
<li id="4c23f3e77a0ef00cf8da63e8e50eef5197724f75">
<a href="https://salsa.debian.org/med-team/python-treetime/-/commit/de590170282fb0ab347d696cbbd5557bdae500f7#4c23f3e77a0ef00cf8da63e8e50eef5197724f75"><strong>changelog.md</strong></a>
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="markdown"><span class="gh" style="color: #800080; font-weight: 600;"># 0.8.6</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="markdown"><span class="p"> *</span> optionally allow incomplete alignment <span class="p">[</span><span class="nv" style="color: #008080;">PR #178</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/neherlab/treetime/pull/178</span><span class="p">)</span></span>
</pre>
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="markdown"><span class="p"> *</span> reduce memory footprint through better clean up and optimizing types. <span class="p">[</span><span class="nv" style="color: #008080;">PR #179</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/neherlab/treetime/pull/179</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="markdown"></span>
</pre>
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<pre style="margin: 0;"> <span id="LC5" class="line" lang="markdown"><span class="gh" style="color: #800080; font-weight: 600;"># 0.8.5</span></span>
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<pre style="margin: 0;"> <span id="LC6" class="line" lang="markdown"><span class="p"> *</span> bug fixes related to edge cases were sequences consist only of missing data</span>
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<pre style="margin: 0;"> <span id="LC7" class="line" lang="markdown"><span class="p"> *</span> bug fix when the CLI command <span class="sb" style="color: #d14;">`treetime`</span> is run without alignment</span>
</pre>
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<br>
</li>
<li id="716e6f6c16580800d13452615e2c01668aacc288">
<a href="https://salsa.debian.org/med-team/python-treetime/-/commit/de590170282fb0ab347d696cbbd5557bdae500f7#716e6f6c16580800d13452615e2c01668aacc288"><strong>treetime/__init__.py</strong></a>
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<pre style="margin: 0;"> <span id="LC1" 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;">print_function</span><span class="p">,</span> <span class="n" style="color: #333;">division</span><span class="p">,</span> <span class="n" style="color: #333;">absolute_import</span></span>
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<pre style="margin: 0;">-<span id="LC2" class="line" lang="python"><span class="n" style="color: #333;">version</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"0.8.<span class="idiff left right">5</span>"</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"><span class="n" style="color: #333;">version</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"0.8.<span class="idiff left right">6</span>"</span></span>
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<pre style="margin: 0;"> <span id="LC3" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC4" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">TreeTimeError</span><span class="p">(</span><span class="nb" style="color: #0086b3;">Exception</span><span class="p">):</span></span>
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<pre style="margin: 0;"> <span id="LC5" class="line" lang="python">    <span class="s" style="color: #d14;">"""TreeTimeError class"""</span></span>
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</table>
<br>
</li>
<li id="a2e471fd9fc09543e8fd92727442680e1b76576b">
<a href="https://salsa.debian.org/med-team/python-treetime/-/commit/de590170282fb0ab347d696cbbd5557bdae500f7#a2e471fd9fc09543e8fd92727442680e1b76576b"><strong>treetime/treeanc.py</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">@@ -56,7 +56,7 @@ class TreeAnc(object):</td>
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<pre style="margin: 0;"> <span id="LC56" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">__init__</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">tree</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="n" style="color: #333;">aln</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="n" style="color: #333;">gtr</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="n" style="color: #333;">fill_overhangs</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC57" class="line" lang="python">                <span class="n" style="color: #333;">ref</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="n" style="color: #333;">verbose</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ttconf</span><span class="p">.</span><span class="n" style="color: #333;">VERBOSE</span><span class="p">,</span> <span class="n" style="color: #333;">ignore_gaps</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC58" class="line" lang="python">                <span class="n" style="color: #333;">convert_upper</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span> <span class="n" style="color: #333;">seq_multiplicity</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="n" style="color: #333;">log</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span></span>
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<pre style="margin: 0;">-<span id="LC59" class="line" lang="python">                 <span class="n" style="color: #333;">compress</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span> <span class="n" style="color: #333;">seq_len</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span></span>
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<pre style="margin: 0;">+<span id="LC59" class="line" lang="python">                 <span class="n" style="color: #333;">compress</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span> <span class="n" style="color: #333;">seq_len</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span><span class="idiff left"> </span><span class="n" style="color: #333;"><span class="idiff">ignore_missing_alns</span></span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="bp" style="color: #999;"><span class="idiff">False</span></span><span class="p"><span class="idiff right">,</span></span></span>
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<pre style="margin: 0;"> <span id="LC60" class="line" lang="python">                <span class="o" style="font-weight: 600;">**</span><span class="n" style="color: #333;">kwargs</span><span class="p">):</span></span>
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<pre style="margin: 0;"> <span id="LC61" class="line" lang="python">        <span class="s" style="color: #d14;">"""</span></span>
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<pre style="margin: 0;"> <span id="LC62" class="line" lang="python"><span class="s" style="color: #d14;">        TreeAnc constructor. It prepares the tree, attaches sequences to the leaf nodes,</span></span>
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<pre style="margin: 0;"> <span id="LC78" class="line" lang="python"><span class="s" style="color: #d14;">           GTR model object. If string passed, it is interpreted as the type of</span></span>
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<pre style="margin: 0;"> <span id="LC79" class="line" lang="python"><span class="s" style="color: #d14;">           the GTR model. A new GTR instance will be created for this type.</span></span>
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<pre style="margin: 0;"> <span id="LC80" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC81" class="line" lang="python"><span class="s" style="color: #d14;">        fill_overhangs : bool</span></span>
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<pre style="margin: 0;">+<span id="LC81" class="line" lang="python"><span class="s" style="color: #d14;">        fill_overhangs : bool<span class="idiff left right">, default True</span></span></span>
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<pre style="margin: 0;"> <span id="LC82" class="line" lang="python"><span class="s" style="color: #d14;">           In some cases, the missing data on both ends of the alignment is</span></span>
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<pre style="margin: 0;"> <span id="LC83" class="line" lang="python"><span class="s" style="color: #d14;">           filled with the gap sign('-'). If set to True, the end-gaps are converted to "unknown"</span></span>
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<pre style="margin: 0;"> <span id="LC84" class="line" lang="python"><span class="s" style="color: #d14;">           characters ('N' for nucleotides, 'X' for aminoacids). Otherwise, the alignment is treated as-is</span></span>
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<pre style="margin: 0;"> <span id="LC85" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC86" class="line" lang="python"><span class="s" style="color: #d14;">        ref : None, optional</span></span>
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<pre style="margin: 0;">-<span id="LC87" class="line" lang="python"><span class="s" style="color: #d14;">           <span class="idiff left right"> </span>Reference sequence used in VCF mode</span></span>
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<pre style="margin: 0;">+<span id="LC87" class="line" lang="python"><span class="s" style="color: #d14;">           Reference sequence used in VCF mode</span></span>
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<pre style="margin: 0;"> <span id="LC88" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC89" class="line" lang="python"><span class="s" style="color: #d14;">        verbose : int</span></span>
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<pre style="margin: 0;">+<span id="LC89" class="line" lang="python"><span class="s" style="color: #d14;">        verbose : int<span class="idiff left right">, default 3</span></span></span>
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<pre style="margin: 0;"> <span id="LC90" class="line" lang="python"><span class="s" style="color: #d14;">           Verbosity level as number from 0 (lowest) to 10 (highest).</span></span>
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<pre style="margin: 0;"> <span id="LC91" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC92" class="line" lang="python"><span class="s" style="color: #d14;">        ignore_gaps : bool</span></span>
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<pre style="margin: 0;">+<span id="LC92" class="line" lang="python"><span class="s" style="color: #d14;">        ignore_gaps : bool<span class="idiff left right">, default True</span></span></span>
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<pre style="margin: 0;"> <span id="LC93" class="line" lang="python"><span class="s" style="color: #d14;">           Ignore gaps in branch length calculations</span></span>
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<pre style="margin: 0;"> <span id="LC94" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC95" class="line" lang="python"><span class="s" style="color: #d14;">        convert_upper : bool, <span class="idiff left right">optional</span></span></span>
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<pre style="margin: 0;">-<span id="LC96" class="line" lang="python"><span class="s" style="color: #d14;">           <span class="idiff left right"> Description</span></span></span>
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<pre style="margin: 0;">+<span id="LC95" class="line" lang="python"><span class="s" style="color: #d14;">        convert_upper : bool, <span class="idiff left right">default True</span></span></span>
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<pre style="margin: 0;">+<span id="LC96" class="line" lang="python"><span class="s" style="color: #d14;">           <span class="idiff left right">Convert all sequences to upper case</span></span></span>
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<pre style="margin: 0;"> <span id="LC97" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC98" class="line" lang="python"><span class="s" style="color: #d14;">        seq_multiplicity : dict</span></span>
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<pre style="margin: 0;"> <span id="LC99" class="line" lang="python"><span class="s" style="color: #d14;">           If individual nodes in the tree correspond to multiple sampled sequences</span></span>
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<pre style="margin: 0;"> <span id="LC101" class="line" lang="python"><span class="s" style="color: #d14;">           specified as a dictionary. This currently only affects rooting and</span></span>
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<pre style="margin: 0;"> <span id="LC102" class="line" lang="python"><span class="s" style="color: #d14;">           can be used to weigh individual tips by abundance or important during root search.</span></span>
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<pre style="margin: 0;"> <span id="LC103" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC104" class="line" lang="python"><span class="s" style="color: #d14;">        compress : bool, <span class="idiff left right">optional</span></span></span>
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<pre style="margin: 0;">+<span id="LC104" class="line" lang="python"><span class="s" style="color: #d14;">        compress : bool, <span class="idiff left right">default True</span></span></span>
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<pre style="margin: 0;"> <span id="LC105" class="line" lang="python"><span class="s" style="color: #d14;">            reduce identical alignment columns to one (not useful when</span></span>
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<pre style="margin: 0;"> <span id="LC106" class="line" lang="python"><span class="s" style="color: #d14;">            inferring site specific GTR models).</span></span>
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<pre style="margin: 0;"> <span id="LC107" class="line" lang="python"></span>
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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">@@ -109,6 +109,8 @@ class TreeAnc(object):</td>
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<pre style="margin: 0;"> <span id="LC109" class="line" lang="python"><span class="s" style="color: #d14;">            length of the sequence. this is inferred from the input alignment or the reference</span></span>
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<pre style="margin: 0;"> <span id="LC110" class="line" lang="python"><span class="s" style="color: #d14;">            sequence in most cases but can be specified for other applications.</span></span>
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<pre style="margin: 0;"> <span id="LC111" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC112" class="line" lang="python"><span class="s" style="color: #d14;">        ignore_missing_alns : bool, default False</span></span>
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<pre style="margin: 0;">+<span id="LC113" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC114" class="line" lang="python"><span class="s" style="color: #d14;">        **kwargs</span></span>
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<pre style="margin: 0;"> <span id="LC115" class="line" lang="python"><span class="s" style="color: #d14;">           Keyword arguments to construct the GTR model</span></span>
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<pre style="margin: 0;"> <span id="LC116" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC141" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">ignore_gaps</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ignore_gaps</span></span>
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<pre style="margin: 0;"> <span id="LC142" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">reconstructed_tip_sequences</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">False</span></span>
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<pre style="margin: 0;"> <span id="LC143" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">sequence_reconstruction</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span></span>
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<pre style="margin: 0;">+<span id="LC144" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">ignore_missing_alns</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ignore_missing_alns</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="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">_tree</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span></span>
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<pre style="margin: 0;"> <span id="LC147" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">tree</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">tree</span></span>
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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">@@ -335,7 +338,7 @@ class TreeAnc(object):</td>
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<pre style="margin: 0;"> <span id="LC338" class="line" lang="python"><span class="s" style="color: #d14;">        Returns</span></span>
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<pre style="margin: 0;"> <span id="LC339" class="line" lang="python"><span class="s" style="color: #d14;">        -------</span></span>
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<pre style="margin: 0;"> <span id="LC340" class="line" lang="python"><span class="s" style="color: #d14;">        float</span></span>
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<pre style="margin: 0;">-<span id="LC338" class="line" lang="python"><span class="s" style="color: #d14;">            inverse of the uncompressed sequene length - length scale for short branches</span></span>
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<pre style="margin: 0;">+<span id="LC341" class="line" lang="python"><span class="s" style="color: #d14;">            inverse of the uncompressed sequen<span class="idiff left right">c</span>e length - length scale for short branches</span></span>
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<pre style="margin: 0;"> <span id="LC342" class="line" lang="python"><span class="s" style="color: #d14;">        """</span></span>
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<pre style="margin: 0;"> <span id="LC343" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="o" style="font-weight: 600;">/</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">.</span><span class="n" style="color: #333;">full_length</span> <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">.</span><span class="n" style="color: #333;">full_length</span> <span class="k" style="font-weight: 600;">else</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">nan</span></span>
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<pre style="margin: 0;"> <span id="LC344" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC379" class="line" lang="python">            <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">l</span><span class="p">.</span><span class="n" style="color: #333;">name</span> <span class="ow" style="font-weight: 600;">not</span> <span class="ow" style="font-weight: 600;">in</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">.</span><span class="n" style="color: #333;">compressed_alignment</span> <span class="ow" style="font-weight: 600;">and</span> <span class="n" style="color: #333;">l</span><span class="p">.</span><span class="n" style="color: #333;">is_terminal</span><span class="p">():</span></span>
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<pre style="margin: 0;"> <span id="LC380" class="line" lang="python">                <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">logger</span><span class="p">(</span><span class="s" style="color: #d14;">"***WARNING: TreeAnc._attach_sequences_to_nodes: NO SEQUENCE FOR LEAF: %s"</span> <span class="o" style="font-weight: 600;">%</span> <span class="n" style="color: #333;">l</span><span class="p">.</span><span class="n" style="color: #333;">name</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="n" style="color: #333;">warn</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC381" class="line" lang="python">                <span class="n" style="color: #333;">failed_leaves</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">1</span></span>
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<pre style="margin: 0;">-<span id="LC379" class="line" lang="python">                <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">failed_leaves</span> <span class="o" style="font-weight: 600;">></span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">tree</span><span class="p">.</span><span class="n" style="color: #333;">count_terminals</span><span class="p">()</span><span class="o" style="font-weight: 600;">/</span><span class="mi" style="color: #099;">3</span><span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC382" class="line" lang="python">                <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;"><span class="idiff left">not</span></span><span class="idiff"> </span><span class="bp" style="color: #999;"><span class="idiff">self</span></span><span class="p"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">ignore_missing_alns</span></span><span class="idiff"> </span><span class="ow" style="font-weight: 600;"><span class="idiff">and</span></span><span class="idiff right"> </span><span class="n" style="color: #333;">failed_leaves</span> <span class="o" style="font-weight: 600;">></span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">tree</span><span class="p">.</span><span class="n" style="color: #333;">count_terminals</span><span class="p">()</span><span class="o" style="font-weight: 600;">/</span><span class="mi" style="color: #099;">3</span><span class="p">:</span></span>
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<pre style="margin: 0;"> <span id="LC383" class="line" lang="python">                    <span class="k" style="font-weight: 600;">raise</span> <span class="n" style="color: #333;">MissingDataError</span><span class="p">(</span><span class="s" style="color: #d14;">"TreeAnc._check_alignment_tree_gtr_consistency: At least 30</span><span class="se" style="color: #d14;">\\</span><span class="s" style="color: #d14;">% terminal nodes cannot be assigned a sequence!</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">"</span></span>
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<pre style="margin: 0;"> <span id="LC384" class="line" lang="python">                                           <span class="s" style="color: #d14;">"Are you sure the alignment belongs to the tree?"</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC385" class="line" lang="python">            <span class="k" style="font-weight: 600;">else</span><span class="p">:</span> <span class="c1" style="color: #998; font-style: italic;"># could not assign sequence for internal node - is OK</span></span>
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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">@@ -906,12 +909,19 @@ class TreeAnc(object):</td>
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<pre style="margin: 0;"> <span id="LC909" class="line" lang="python">                <span class="c1" style="color: #998; font-style: italic;"># this is prod_ch L_x(i)</span></span>
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907
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<pre style="margin: 0;"> <span id="LC910" class="line" lang="python">                <span class="n" style="color: #333;">msg_from_children</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="nb" style="color: #0086b3;">sum</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">stack</span><span class="p">([</span><span class="n" style="color: #333;">c</span><span class="p">.</span><span class="n" style="color: #333;">joint_Lx</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">c</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">clades</span><span class="p">],</span> <span class="n" style="color: #333;">axis</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">),</span> <span class="n" style="color: #333;">axis</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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908
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<td class="new_line diff-line-num" data-linenumber="911" 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="LC911" class="line" lang="python"></span>
</pre>
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<td class="old_line diff-line-num new" data-linenumber="909" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="912" style="width: 35px; color: rgba(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="LC912" class="line" lang="python">                <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="n" style="color: #333;">debug</span><span class="p">:</span></span>
</pre>
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<td class="new_line diff-line-num new" data-linenumber="913" style="width: 35px; color: rgba(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="LC913" class="line" lang="python">                    <span class="c1" style="color: #998; font-style: italic;"># Now that we have calculated the current node's likelihood</span></span>
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<td class="old_line diff-line-num new" data-linenumber="909" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="914" style="width: 35px; color: rgba(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="LC914" class="line" lang="python">                    <span class="c1" style="color: #998; font-style: italic;"># from its children, clean up likelihood matrices attached</span></span>
</pre>
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<td class="new_line diff-line-num new" data-linenumber="915" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
915
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<pre style="margin: 0;">+<span id="LC915" class="line" lang="python">                    <span class="c1" style="color: #998; font-style: italic;"># to children to save memory.</span></span>
</pre>
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<td class="new_line diff-line-num new" data-linenumber="916" style="width: 35px; color: rgba(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="LC916" class="line" lang="python">                    <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">c</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">clades</span><span class="p">:</span></span>
</pre>
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<td class="new_line diff-line-num new" data-linenumber="917" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
917
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<pre style="margin: 0;">+<span id="LC917" class="line" lang="python">                        <span class="k" style="font-weight: 600;">del</span> <span class="n" style="color: #333;">c</span><span class="p">.</span><span class="n" style="color: #333;">joint_Lx</span></span>
</pre>
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<td class="new_line diff-line-num new" data-linenumber="918" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
918
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<pre style="margin: 0;">+<span id="LC918" class="line" lang="python"></span>
</pre>
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909
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<td class="new_line diff-line-num" data-linenumber="919" 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">
919
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<pre style="margin: 0;"> <span id="LC919" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># for every possible state of the parent node,</span></span>
</pre>
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910
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<td class="new_line diff-line-num" data-linenumber="920" 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">
920
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<pre style="margin: 0;"> <span id="LC920" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># get the best state of the current node</span></span>
</pre>
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911
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921
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<pre style="margin: 0;"> <span id="LC921" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># and compute the likelihood of this state</span></span>
</pre>
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912
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<td class="new_line diff-line-num" data-linenumber="922" 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">
922
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<pre style="margin: 0;"> <span id="LC922" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># preallocate storage</span></span>
</pre>
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913
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<td class="new_line diff-line-num old" data-linenumber="923" 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="LC913" class="line" lang="python">            <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Lx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">zeros</span><span class="p">((</span><span class="n" style="color: #333;">L</span><span class="p">,</span> <span class="n" style="color: #333;">n_states</span><span class="p">))</span> <span class="idiff left right">            </span><span class="c1" style="color: #998; font-style: italic;"># likelihood array</span></span>
</pre>
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914
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<td class="new_line diff-line-num old" data-linenumber="923" 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="LC914" class="line" lang="python">            <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Cx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">zeros</span><span class="p">((</span><span class="n" style="color: #333;">L</span><span class="p">,</span> <span class="n" style="color: #333;">n_states</span><span class="p">),</span> <span class="n" style="color: #333;">dtype</span><span class="o" style="font-weight: 600;">=</span><span class="nb" style="color: #0086b3;">int</span><span class="p">)</span>  <span class="c1" style="color: #998; font-style: italic;"># max LH indices</span></span>
</pre>
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<td class="new_line diff-line-num new" data-linenumber="923" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
923
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<pre style="margin: 0;">+<span id="LC923" class="line" lang="python">            <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Lx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">zeros</span><span class="p">((</span><span class="n" style="color: #333;">L</span><span class="p">,</span> <span class="n" style="color: #333;">n_states</span><span class="p">))</span> <span class="c1" style="color: #998; font-style: italic;"># likelihood array</span></span>
</pre>
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<td class="old_line diff-line-num new" data-linenumber="915" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="924" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
924
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<pre style="margin: 0;">+<span id="LC924" class="line" lang="python">            <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Cx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">zeros</span><span class="p">((</span><span class="n" style="color: #333;">L</span><span class="p">,</span> <span class="n" style="color: #333;">n_states</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;"><span class="idiff left">np</span></span><span class="p"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">u</span>int<span class="idiff right">16</span></span><span class="p">)</span>  <span class="c1" style="color: #998; font-style: italic;"># max LH indices</span></span>
</pre>
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915
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<td class="new_line diff-line-num" data-linenumber="925" 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">
925
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<pre style="margin: 0;"> <span id="LC925" class="line" lang="python">            <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">char_i</span><span class="p">,</span> <span class="n" style="color: #333;">char</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">enumerate</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">gtr</span><span class="p">.</span><span class="n" style="color: #333;">alphabet</span><span class="p">):</span></span>
</pre>
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<td class="old_line diff-line-num" data-linenumber="916" 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">
916
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<td class="new_line diff-line-num" data-linenumber="926" 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">
926
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<pre style="margin: 0;"> <span id="LC926" class="line" lang="python">                <span class="c1" style="color: #998; font-style: italic;"># Pij(i) * L_ch(i) for given parent state j</span></span>
</pre>
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917
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<td class="new_line diff-line-num" data-linenumber="927" 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">
927
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<pre style="margin: 0;"> <span id="LC927" class="line" lang="python">                <span class="n" style="color: #333;">msg_to_parent</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">log_transitions</span><span class="p">[:,</span><span class="n" style="color: #333;">char_i</span><span class="p">].</span><span class="n" style="color: #333;">T</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">msg_from_children</span><span class="p">)</span></span>
</pre>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="973" 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="983" 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">@@ -973,7 +983,10 @@ class TreeAnc(object):</td>
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973
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<td class="new_line diff-line-num" data-linenumber="983" 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">
983
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<pre style="margin: 0;"> <span id="LC983" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># do clean-up</span></span>
</pre>
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<td class="old_line diff-line-num" data-linenumber="974" 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">
974
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<td class="new_line diff-line-num" data-linenumber="984" 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">
984
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<pre style="margin: 0;"> <span id="LC984" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="n" style="color: #333;">debug</span><span class="p">:</span></span>
</pre>
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<td class="old_line diff-line-num" data-linenumber="975" 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">
975
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<td class="new_line diff-line-num" data-linenumber="985" 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">
985
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<pre style="margin: 0;"> <span id="LC985" class="line" lang="python">            <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">node</span> <span class="ow" style="font-weight: 600;">in</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">tree</span><span class="p">.</span><span class="n" style="color: #333;">find_clades</span><span class="p">(</span><span class="n" style="color: #333;">order</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'preorder'</span><span class="p">):</span></span>
</pre>
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<td class="old_line diff-line-num old" data-linenumber="976" 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">
976
</td>
<td class="new_line diff-line-num old" data-linenumber="986" 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="LC976" class="line" lang="python">                <span class="k" style="font-weight: 600;">del</span> <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Lx</span></span>
</pre>
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<td class="old_line diff-line-num new" data-linenumber="977" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="986" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
986
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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">
<pre style="margin: 0;">+<span id="LC986" class="line" lang="python">                <span class="c1" style="color: #998; font-style: italic;"># Check for the likelihood matrix, since we might have cleaned</span></span>
</pre>
</td>
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<td class="old_line diff-line-num new" data-linenumber="977" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="987" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
987
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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">
<pre style="margin: 0;">+<span id="LC987" class="line" lang="python">                <span class="c1" style="color: #998; font-style: italic;"># it up earlier.</span></span>
</pre>
</td>
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<td class="old_line diff-line-num new" data-linenumber="977" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="988" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
988
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<pre style="margin: 0;">+<span id="LC988" class="line" lang="python">                <span class="k" style="font-weight: 600;">if</span> <span class="nb" style="color: #0086b3;">hasattr</span><span class="p">(</span><span class="n" style="color: #333;">node</span><span class="p">,</span> <span class="s" style="color: #d14;">"joint_Lx"</span><span class="p">):</span></span>
</pre>
</td>
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<td class="old_line diff-line-num new" data-linenumber="977" style="width: 35px; color: rgba(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="new_line diff-line-num new" data-linenumber="989" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
989
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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">
<pre style="margin: 0;">+<span id="LC989" class="line" lang="python">                    <span class="k" style="font-weight: 600;">del</span> <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Lx</span></span>
</pre>
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977
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<td class="new_line diff-line-num" data-linenumber="990" 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">
990
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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">
<pre style="margin: 0;"> <span id="LC990" class="line" lang="python">                <span class="k" style="font-weight: 600;">del</span> <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">joint_Cx</span></span>
</pre>
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<td class="new_line diff-line-num" data-linenumber="991" 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">
991
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<pre style="margin: 0;"> <span id="LC991" class="line" lang="python">                <span class="k" style="font-weight: 600;">if</span> <span class="nb" style="color: #0086b3;">hasattr</span><span class="p">(</span><span class="n" style="color: #333;">node</span><span class="p">,</span> <span class="s" style="color: #d14;">'seq_idx'</span><span class="p">):</span></span>
</pre>
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<td class="old_line diff-line-num" data-linenumber="979" 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">
979
</td>
<td class="new_line diff-line-num" data-linenumber="992" 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">
992
</td>
<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">
<pre style="margin: 0;"> <span id="LC992" class="line" lang="python">                    <span class="k" style="font-weight: 600;">del</span> <span class="n" style="color: #333;">node</span><span class="p">.</span><span class="n" style="color: #333;">seq_idx</span></span>
</pre>
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