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@ -367,7 +367,7 @@
</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a> <span class="k">if</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">funcd</span><span class="o">.</span><span class="n">keys</span><span class="p">()))</span> <span class="o">!=</span> <span class="n">key_ls</span><span class="p">:</span>
</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;x and func dictionaries do not contain the same keys.&#39;</span><span class="p">)</span>
</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a>
</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a> <span class="n">x_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">xd</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">key_ls</span><span class="p">])</span>
</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a> <span class="n">x_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">xd</span><span class="p">[</span><span class="n">key</span><span class="p">])</span><span class="o">.</span><span class="n">transpose</span><span class="p">()</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">key_ls</span><span class="p">])</span><span class="o">.</span><span class="n">transpose</span><span class="p">()</span>
</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a> <span class="n">y_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">yd</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">key_ls</span><span class="p">])</span>
</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a>
</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a> <span class="n">y_f</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="k">for</span> <span class="n">o</span> <span class="ow">in</span> <span class="n">y_all</span><span class="p">]</span>
@ -1351,7 +1351,7 @@ Hotelling t-squared p-value for correlated fits.</li>
</span><span id="least_squares-257"><a href="#least_squares-257"><span class="linenos">257</span></a> <span class="k">if</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">funcd</span><span class="o">.</span><span class="n">keys</span><span class="p">()))</span> <span class="o">!=</span> <span class="n">key_ls</span><span class="p">:</span>
</span><span id="least_squares-258"><a href="#least_squares-258"><span class="linenos">258</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;x and func dictionaries do not contain the same keys.&#39;</span><span class="p">)</span>
</span><span id="least_squares-259"><a href="#least_squares-259"><span class="linenos">259</span></a>
</span><span id="least_squares-260"><a href="#least_squares-260"><span class="linenos">260</span></a> <span class="n">x_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">xd</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">key_ls</span><span class="p">])</span>
</span><span id="least_squares-260"><a href="#least_squares-260"><span class="linenos">260</span></a> <span class="n">x_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">xd</span><span class="p">[</span><span class="n">key</span><span class="p">])</span><span class="o">.</span><span class="n">transpose</span><span class="p">()</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">key_ls</span><span class="p">])</span><span class="o">.</span><span class="n">transpose</span><span class="p">()</span>
</span><span id="least_squares-261"><a href="#least_squares-261"><span class="linenos">261</span></a> <span class="n">y_all</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">yd</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">key_ls</span><span class="p">])</span>
</span><span id="least_squares-262"><a href="#least_squares-262"><span class="linenos">262</span></a>
</span><span id="least_squares-263"><a href="#least_squares-263"><span class="linenos">263</span></a> <span class="n">y_f</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="k">for</span> <span class="n">o</span> <span class="ow">in</span> <span class="n">y_all</span><span class="p">]</span>