Documentation updated

This commit is contained in:
fjosw 2022-03-31 10:46:43 +00:00
parent 29f1757c7e
commit 0265ddf80e
4 changed files with 142 additions and 161 deletions

View file

@ -444,7 +444,7 @@
<span class="n">ret</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([[</span><span class="n">ddi</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">for</span> <span class="n">ddi</span> <span class="ow">in</span> <span class="n">di</span><span class="p">]</span> <span class="k">for</span> <span class="n">di</span> <span class="ow">in</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;deltas&#39;</span><span class="p">]],</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;names&#39;</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">od</span><span class="p">[</span><span class="s1">&#39;idl&#39;</span><span class="p">])</span>
<span class="n">ret</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;is_merged&#39;</span><span class="p">]</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">ret</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([],</span> <span class="p">[])</span>
<span class="n">ret</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([],</span> <span class="p">[],</span> <span class="n">means</span><span class="o">=</span><span class="p">[])</span>
<span class="n">ret</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">cd</span><span class="p">:</span>
<span class="n">co</span> <span class="o">=</span> <span class="n">cd</span><span class="p">[</span><span class="n">name</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
@ -469,7 +469,7 @@
<span class="n">ret</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Obs</span><span class="p">([</span><span class="nb">list</span><span class="p">(</span><span class="n">di</span><span class="p">[:,</span> <span class="n">i</span><span class="p">]</span> <span class="o">+</span> <span class="n">values</span><span class="p">[</span><span class="n">i</span><span class="p">])</span> <span class="k">for</span> <span class="n">di</span> <span class="ow">in</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;deltas&#39;</span><span class="p">]],</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;names&#39;</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">od</span><span class="p">[</span><span class="s1">&#39;idl&#39;</span><span class="p">]))</span>
<span class="n">ret</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;is_merged&#39;</span><span class="p">]</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">ret</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Obs</span><span class="p">([],</span> <span class="p">[]))</span>
<span class="n">ret</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Obs</span><span class="p">([],</span> <span class="p">[],</span> <span class="n">means</span><span class="o">=</span><span class="p">[]))</span>
<span class="n">ret</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">values</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Created Obs with means= &#39;</span><span class="p">,</span> <span class="n">values</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
<span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">cd</span><span class="p">:</span>
@ -496,7 +496,7 @@
<span class="n">ret</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Obs</span><span class="p">([</span><span class="n">di</span><span class="p">[:,</span> <span class="n">i</span><span class="p">]</span> <span class="o">+</span> <span class="n">values</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">di</span> <span class="ow">in</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;deltas&#39;</span><span class="p">]],</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;names&#39;</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">od</span><span class="p">[</span><span class="s1">&#39;idl&#39;</span><span class="p">]))</span>
<span class="n">ret</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="n">od</span><span class="p">[</span><span class="s1">&#39;is_merged&#39;</span><span class="p">]</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">ret</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Obs</span><span class="p">([],</span> <span class="p">[]))</span>
<span class="n">ret</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Obs</span><span class="p">([],</span> <span class="p">[],</span> <span class="n">means</span><span class="o">=</span><span class="p">[]))</span>
<span class="n">ret</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">values</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
<span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">cd</span><span class="p">:</span>
<span class="n">co</span> <span class="o">=</span> <span class="n">cd</span><span class="p">[</span><span class="n">name</span><span class="p">][</span><span class="n">i</span><span class="p">]</span>

View file

@ -86,6 +86,12 @@
<li>
<a class="variable" href="#Obs.deltas">deltas</a>
</li>
<li>
<a class="variable" href="#Obs.N">N</a>
</li>
<li>
<a class="variable" href="#Obs.is_merged">is_merged</a>
</li>
<li>
<a class="variable" href="#Obs.idl">idl</a>
</li>
@ -197,9 +203,6 @@
<li>
<a class="function" href="#Obs.arctanh">arctanh</a>
</li>
<li>
<a class="variable" href="#Obs.N">N</a>
</li>
<li>
<a class="variable" href="#Obs.N_sigma">N_sigma</a>
</li>
@ -233,9 +236,6 @@
<li>
<a class="variable" href="#Obs.e_windowsize">e_windowsize</a>
</li>
<li>
<a class="variable" href="#Obs.is_merged">is_merged</a>
</li>
<li>
<a class="variable" href="#Obs.tau_exp">tau_exp</a>
</li>
@ -401,51 +401,44 @@
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_covobs</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">samples</span><span class="p">):</span>
<span class="k">if</span> <span class="n">idl</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">idl</span><span class="p">)):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">range</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">idx</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)):</span>
<span class="n">dc</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">idx</span><span class="p">))</span>
<span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">any</span><span class="p">(</span><span class="n">dc</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Unsorted idx for idl[</span><span class="si">%s</span><span class="s2">]&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">dc</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">idx</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">idx</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
<span class="k">if</span> <span class="n">idl</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">idl</span><span class="p">)):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">range</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">idx</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)):</span>
<span class="n">dc</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">idx</span><span class="p">))</span>
<span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">any</span><span class="p">(</span><span class="n">dc</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Unsorted idx for idl[</span><span class="si">%s</span><span class="s2">]&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">dc</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">idx</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">idx</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;incompatible type for idl[</span><span class="si">%s</span><span class="s1">].&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">if</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span><span class="p">,</span> <span class="n">mean</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">))):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">mean</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Incompatible samples and idx for </span><span class="si">%s</span><span class="s1">: </span><span class="si">%d</span><span class="s1"> vs. </span><span class="si">%d</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">/=</span> <span class="bp">self</span><span class="o">.</span><span class="n">N</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;incompatible type for idl[</span><span class="si">%s</span><span class="s1">].&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span><span class="p">,</span> <span class="n">mean</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">))):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">mean</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Incompatible samples and idx for </span><span class="si">%s</span><span class="s1">: </span><span class="si">%d</span><span class="s1"> vs. </span><span class="si">%d</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">/=</span> <span class="bp">self</span><span class="o">.</span><span class="n">N</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_dvalue</span> <span class="o">=</span> <span class="mf">0.0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ddvalue</span> <span class="o">=</span> <span class="mf">0.0</span>
@ -1801,7 +1794,8 @@
<span class="n">length</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">jacks</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span>
<span class="n">prj</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">((</span><span class="n">length</span><span class="p">,</span> <span class="n">length</span><span class="p">))</span> <span class="o">-</span> <span class="p">(</span><span class="n">length</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="n">length</span><span class="p">))</span>
<span class="n">samples</span> <span class="o">=</span> <span class="n">jacks</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">@</span> <span class="n">prj</span>
<span class="n">new_obs</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([</span><span class="n">samples</span><span class="p">],</span> <span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">idl</span><span class="p">)</span>
<span class="n">mean</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">samples</span><span class="p">)</span>
<span class="n">new_obs</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([</span><span class="n">samples</span> <span class="o">-</span> <span class="n">mean</span><span class="p">],</span> <span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">idl</span><span class="p">,</span> <span class="n">means</span><span class="o">=</span><span class="p">[</span><span class="n">mean</span><span class="p">])</span>
<span class="n">new_obs</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">jacks</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="k">return</span> <span class="n">new_obs</span>
@ -1860,7 +1854,7 @@
<span class="sd"> co : Covobs</span>
<span class="sd"> Covobs to be embedded into the Obs</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">o</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([],</span> <span class="p">[])</span>
<span class="n">o</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([],</span> <span class="p">[],</span> <span class="n">means</span><span class="o">=</span><span class="p">[])</span>
<span class="n">o</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">co</span><span class="o">.</span><span class="n">value</span>
<span class="n">o</span><span class="o">.</span><span class="n">names</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">co</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
<span class="n">o</span><span class="o">.</span><span class="n">_covobs</span><span class="p">[</span><span class="n">co</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">co</span>
@ -1974,51 +1968,44 @@
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_covobs</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">samples</span><span class="p">):</span>
<span class="k">if</span> <span class="n">idl</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">idl</span><span class="p">)):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">range</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">idx</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)):</span>
<span class="n">dc</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">idx</span><span class="p">))</span>
<span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">any</span><span class="p">(</span><span class="n">dc</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Unsorted idx for idl[</span><span class="si">%s</span><span class="s2">]&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">dc</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">idx</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">idx</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
<span class="k">if</span> <span class="n">idl</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">idl</span><span class="p">)):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">range</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">idx</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)):</span>
<span class="n">dc</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">idx</span><span class="p">))</span>
<span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">any</span><span class="p">(</span><span class="n">dc</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Unsorted idx for idl[</span><span class="si">%s</span><span class="s2">]&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">dc</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">idx</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">idx</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;incompatible type for idl[</span><span class="si">%s</span><span class="s1">].&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">if</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span><span class="p">,</span> <span class="n">mean</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">))):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">mean</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Incompatible samples and idx for </span><span class="si">%s</span><span class="s1">: </span><span class="si">%d</span><span class="s1"> vs. </span><span class="si">%d</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">/=</span> <span class="bp">self</span><span class="o">.</span><span class="n">N</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;incompatible type for idl[</span><span class="si">%s</span><span class="s1">].&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span><span class="p">,</span> <span class="n">mean</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">))):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">mean</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Incompatible samples and idx for </span><span class="si">%s</span><span class="s1">: </span><span class="si">%d</span><span class="s1"> vs. </span><span class="si">%d</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">/=</span> <span class="bp">self</span><span class="o">.</span><span class="n">N</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_dvalue</span> <span class="o">=</span> <span class="mf">0.0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ddvalue</span> <span class="o">=</span> <span class="mf">0.0</span>
@ -2783,51 +2770,44 @@ this overwrites the standard value for that ensemble.</li>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_covobs</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">samples</span><span class="p">):</span>
<span class="k">if</span> <span class="n">idl</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">idl</span><span class="p">)):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">range</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">idx</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)):</span>
<span class="n">dc</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">idx</span><span class="p">))</span>
<span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">any</span><span class="p">(</span><span class="n">dc</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Unsorted idx for idl[</span><span class="si">%s</span><span class="s2">]&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">dc</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">idx</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">idx</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
<span class="k">if</span> <span class="n">idl</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">idl</span><span class="p">)):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">range</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">idx</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="p">(</span><span class="nb">list</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)):</span>
<span class="n">dc</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">idx</span><span class="p">))</span>
<span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">any</span><span class="p">(</span><span class="n">dc</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Unsorted idx for idl[</span><span class="si">%s</span><span class="s2">]&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">dc</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">idx</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">idx</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;incompatible type for idl[</span><span class="si">%s</span><span class="s1">].&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">if</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span><span class="p">,</span> <span class="n">mean</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">))):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">mean</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Incompatible samples and idx for </span><span class="si">%s</span><span class="s1">: </span><span class="si">%d</span><span class="s1"> vs. </span><span class="si">%d</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">/=</span> <span class="bp">self</span><span class="o">.</span><span class="n">N</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;incompatible type for idl[</span><span class="si">%s</span><span class="s1">].&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="mi">0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="p">{}</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span><span class="p">,</span> <span class="n">mean</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">,</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;means&quot;</span><span class="p">))):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">mean</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">sample</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">samples</span><span class="p">)):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">idl</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
<span class="bp">self</span><span class="o">.</span><span class="n">N</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Incompatible samples and idx for </span><span class="si">%s</span><span class="s1">: </span><span class="si">%d</span><span class="s1"> vs. </span><span class="si">%d</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">sample</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">sample</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">r_values</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_value</span> <span class="o">/=</span> <span class="bp">self</span><span class="o">.</span><span class="n">N</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_dvalue</span> <span class="o">=</span> <span class="mf">0.0</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ddvalue</span> <span class="o">=</span> <span class="mf">0.0</span>
@ -2963,6 +2943,26 @@ list of ranges or lists on which the samples are defined</li>
</div>
<div id="Obs.N" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.N">#&nbsp;&nbsp</a>
<span class="name">N</span>
</div>
</div>
<div id="Obs.is_merged" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.is_merged">#&nbsp;&nbsp</a>
<span class="name">is_merged</span>
</div>
</div>
<div id="Obs.idl" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.idl">#&nbsp;&nbsp</a>
@ -4084,16 +4084,6 @@ should agree with samples from a full jackknife analysis up to O(1/N).</li>
</div>
<div id="Obs.N" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.N">#&nbsp;&nbsp</a>
<span class="name">N</span>
</div>
</div>
<div id="Obs.N_sigma" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.N_sigma">#&nbsp;&nbsp</a>
@ -4204,16 +4194,6 @@ should agree with samples from a full jackknife analysis up to O(1/N).</li>
</div>
<div id="Obs.is_merged" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.is_merged">#&nbsp;&nbsp</a>
<span class="name">is_merged</span>
</div>
</div>
<div id="Obs.tau_exp" class="classattr">
<div class="attr variable"><a class="headerlink" href="#Obs.tau_exp">#&nbsp;&nbsp</a>
@ -4963,7 +4943,8 @@ This construction ensures that the estimated covariance matrix is positive semi-
<span class="n">length</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">jacks</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span>
<span class="n">prj</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">((</span><span class="n">length</span><span class="p">,</span> <span class="n">length</span><span class="p">))</span> <span class="o">-</span> <span class="p">(</span><span class="n">length</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="n">length</span><span class="p">))</span>
<span class="n">samples</span> <span class="o">=</span> <span class="n">jacks</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">@</span> <span class="n">prj</span>
<span class="n">new_obs</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([</span><span class="n">samples</span><span class="p">],</span> <span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">idl</span><span class="p">)</span>
<span class="n">mean</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">samples</span><span class="p">)</span>
<span class="n">new_obs</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([</span><span class="n">samples</span> <span class="o">-</span> <span class="n">mean</span><span class="p">],</span> <span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">idl</span><span class="o">=</span><span class="n">idl</span><span class="p">,</span> <span class="n">means</span><span class="o">=</span><span class="p">[</span><span class="n">mean</span><span class="p">])</span>
<span class="n">new_obs</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">jacks</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="k">return</span> <span class="n">new_obs</span>
</pre></div>
@ -5077,7 +5058,7 @@ list of the Obs object to be combined</li>
<span class="sd"> co : Covobs</span>
<span class="sd"> Covobs to be embedded into the Obs</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">o</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([],</span> <span class="p">[])</span>
<span class="n">o</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">([],</span> <span class="p">[],</span> <span class="n">means</span><span class="o">=</span><span class="p">[])</span>
<span class="n">o</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">co</span><span class="o">.</span><span class="n">value</span>
<span class="n">o</span><span class="o">.</span><span class="n">names</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">co</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
<span class="n">o</span><span class="o">.</span><span class="n">_covobs</span><span class="p">[</span><span class="n">co</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">co</span>

View file

@ -62,7 +62,7 @@
<details>
<summary>View Source</summary>
<div class="pdoc-code codehilite"><pre><span></span><span class="n">__version__</span> <span class="o">=</span> <span class="s2">&quot;2.0.0&quot;</span>
<div class="pdoc-code codehilite"><pre><span></span><span class="n">__version__</span> <span class="o">=</span> <span class="s2">&quot;2.1.0+dev&quot;</span>
</pre></div>
</details>

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