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@ -320,7 +320,7 @@
</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="c1"># number of fit parameters</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="n">n_parms_ls</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a> <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-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">callable</span><span class="p">(</span><span class="n">funcd</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">callable</span><span class="p">(</span><span class="n">funcd</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a> <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s1">&#39;func (key=&#39;</span> <span class="o">+</span> <span class="n">key</span> <span class="o">+</span> <span class="s1">&#39;) is not a function.&#39;</span><span class="p">)</span>
</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a> <span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</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">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">yd</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;x and y input (key=&#39;</span> <span class="o">+</span> <span class="n">key</span> <span class="o">+</span> <span class="s1">&#39;) do not have the same length&#39;</span><span class="p">)</span>
@ -505,7 +505,7 @@
</span><span id="L-397"><a href="#L-397"><span class="linenos">397</span></a> <span class="k">try</span><span class="p">:</span>
</span><span id="L-398"><a href="#L-398"><span class="linenos">398</span></a> <span class="n">hess</span> <span class="o">=</span> <span class="n">hessian</span><span class="p">(</span><span class="n">chisqfunc</span><span class="p">)(</span><span class="n">fitp</span><span class="p">)</span>
</span><span id="L-399"><a href="#L-399"><span class="linenos">399</span></a> <span class="k">except</span> <span class="ne">TypeError</span><span class="p">:</span>
</span><span id="L-400"><a href="#L-400"><span class="linenos">400</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-400"><a href="#L-400"><span class="linenos">400</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-401"><a href="#L-401"><span class="linenos">401</span></a>
</span><span id="L-402"><a href="#L-402"><span class="linenos">402</span></a> <span class="n">len_y</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">y_f</span><span class="p">)</span>
</span><span id="L-403"><a href="#L-403"><span class="linenos">403</span></a>
@ -610,7 +610,7 @@
</span><span id="L-502"><a href="#L-502"><span class="linenos">502</span></a> <span class="n">jacobian</span> <span class="o">=</span> <span class="n">auto_jacobian</span>
</span><span id="L-503"><a href="#L-503"><span class="linenos">503</span></a> <span class="n">hessian</span> <span class="o">=</span> <span class="n">auto_hessian</span>
</span><span id="L-504"><a href="#L-504"><span class="linenos">504</span></a>
</span><span id="L-505"><a href="#L-505"><span class="linenos">505</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">callable</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
</span><span id="L-505"><a href="#L-505"><span class="linenos">505</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">callable</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
</span><span id="L-506"><a href="#L-506"><span class="linenos">506</span></a> <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s1">&#39;func has to be a function.&#39;</span><span class="p">)</span>
</span><span id="L-507"><a href="#L-507"><span class="linenos">507</span></a>
</span><span id="L-508"><a href="#L-508"><span class="linenos">508</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">42</span><span class="p">):</span>
@ -706,7 +706,7 @@
</span><span id="L-598"><a href="#L-598"><span class="linenos">598</span></a> <span class="k">try</span><span class="p">:</span>
</span><span id="L-599"><a href="#L-599"><span class="linenos">599</span></a> <span class="n">hess</span> <span class="o">=</span> <span class="n">hessian</span><span class="p">(</span><span class="n">odr_chisquare</span><span class="p">)(</span><span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">((</span><span class="n">fitp</span><span class="p">,</span> <span class="n">out</span><span class="o">.</span><span class="n">xplus</span><span class="o">.</span><span class="n">ravel</span><span class="p">())))</span>
</span><span id="L-600"><a href="#L-600"><span class="linenos">600</span></a> <span class="k">except</span> <span class="ne">TypeError</span><span class="p">:</span>
</span><span id="L-601"><a href="#L-601"><span class="linenos">601</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-601"><a href="#L-601"><span class="linenos">601</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-602"><a href="#L-602"><span class="linenos">602</span></a>
</span><span id="L-603"><a href="#L-603"><span class="linenos">603</span></a> <span class="k">def</span> <span class="nf">odr_chisquare_compact_x</span><span class="p">(</span><span class="n">d</span><span class="p">):</span>
</span><span id="L-604"><a href="#L-604"><span class="linenos">604</span></a> <span class="n">model</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="n">d</span><span class="p">[:</span><span class="n">n_parms</span><span class="p">],</span> <span class="n">d</span><span class="p">[</span><span class="n">n_parms</span><span class="p">:</span><span class="n">n_parms</span> <span class="o">+</span> <span class="n">m</span><span class="p">]</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">x_shape</span><span class="p">))</span>
@ -1225,7 +1225,7 @@ Hotelling t-squared p-value for correlated fits.</li>
</span><span id="least_squares-213"><a href="#least_squares-213"><span class="linenos">213</span></a> <span class="c1"># number of fit parameters</span>
</span><span id="least_squares-214"><a href="#least_squares-214"><span class="linenos">214</span></a> <span class="n">n_parms_ls</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="least_squares-215"><a href="#least_squares-215"><span class="linenos">215</span></a> <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-216"><a href="#least_squares-216"><span class="linenos">216</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">callable</span><span class="p">(</span><span class="n">funcd</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
</span><span id="least_squares-216"><a href="#least_squares-216"><span class="linenos">216</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">callable</span><span class="p">(</span><span class="n">funcd</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
</span><span id="least_squares-217"><a href="#least_squares-217"><span class="linenos">217</span></a> <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s1">&#39;func (key=&#39;</span> <span class="o">+</span> <span class="n">key</span> <span class="o">+</span> <span class="s1">&#39;) is not a function.&#39;</span><span class="p">)</span>
</span><span id="least_squares-218"><a href="#least_squares-218"><span class="linenos">218</span></a> <span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</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">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">yd</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
</span><span id="least_squares-219"><a href="#least_squares-219"><span class="linenos">219</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;x and y input (key=&#39;</span> <span class="o">+</span> <span class="n">key</span> <span class="o">+</span> <span class="s1">&#39;) do not have the same length&#39;</span><span class="p">)</span>
@ -1410,7 +1410,7 @@ Hotelling t-squared p-value for correlated fits.</li>
</span><span id="least_squares-398"><a href="#least_squares-398"><span class="linenos">398</span></a> <span class="k">try</span><span class="p">:</span>
</span><span id="least_squares-399"><a href="#least_squares-399"><span class="linenos">399</span></a> <span class="n">hess</span> <span class="o">=</span> <span class="n">hessian</span><span class="p">(</span><span class="n">chisqfunc</span><span class="p">)(</span><span class="n">fitp</span><span class="p">)</span>
</span><span id="least_squares-400"><a href="#least_squares-400"><span class="linenos">400</span></a> <span class="k">except</span> <span class="ne">TypeError</span><span class="p">:</span>
</span><span id="least_squares-401"><a href="#least_squares-401"><span class="linenos">401</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="least_squares-401"><a href="#least_squares-401"><span class="linenos">401</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="least_squares-402"><a href="#least_squares-402"><span class="linenos">402</span></a>
</span><span id="least_squares-403"><a href="#least_squares-403"><span class="linenos">403</span></a> <span class="n">len_y</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">y_f</span><span class="p">)</span>
</span><span id="least_squares-404"><a href="#least_squares-404"><span class="linenos">404</span></a>
@ -1628,7 +1628,7 @@ Parameters and information on the fitted result.</li>
</span><span id="total_least_squares-503"><a href="#total_least_squares-503"><span class="linenos">503</span></a> <span class="n">jacobian</span> <span class="o">=</span> <span class="n">auto_jacobian</span>
</span><span id="total_least_squares-504"><a href="#total_least_squares-504"><span class="linenos">504</span></a> <span class="n">hessian</span> <span class="o">=</span> <span class="n">auto_hessian</span>
</span><span id="total_least_squares-505"><a href="#total_least_squares-505"><span class="linenos">505</span></a>
</span><span id="total_least_squares-506"><a href="#total_least_squares-506"><span class="linenos">506</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">callable</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
</span><span id="total_least_squares-506"><a href="#total_least_squares-506"><span class="linenos">506</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">callable</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
</span><span id="total_least_squares-507"><a href="#total_least_squares-507"><span class="linenos">507</span></a> <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s1">&#39;func has to be a function.&#39;</span><span class="p">)</span>
</span><span id="total_least_squares-508"><a href="#total_least_squares-508"><span class="linenos">508</span></a>
</span><span id="total_least_squares-509"><a href="#total_least_squares-509"><span class="linenos">509</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">42</span><span class="p">):</span>
@ -1724,7 +1724,7 @@ Parameters and information on the fitted result.</li>
</span><span id="total_least_squares-599"><a href="#total_least_squares-599"><span class="linenos">599</span></a> <span class="k">try</span><span class="p">:</span>
</span><span id="total_least_squares-600"><a href="#total_least_squares-600"><span class="linenos">600</span></a> <span class="n">hess</span> <span class="o">=</span> <span class="n">hessian</span><span class="p">(</span><span class="n">odr_chisquare</span><span class="p">)(</span><span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">((</span><span class="n">fitp</span><span class="p">,</span> <span class="n">out</span><span class="o">.</span><span class="n">xplus</span><span class="o">.</span><span class="n">ravel</span><span class="p">())))</span>
</span><span id="total_least_squares-601"><a href="#total_least_squares-601"><span class="linenos">601</span></a> <span class="k">except</span> <span class="ne">TypeError</span><span class="p">:</span>
</span><span id="total_least_squares-602"><a href="#total_least_squares-602"><span class="linenos">602</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="total_least_squares-602"><a href="#total_least_squares-602"><span class="linenos">602</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within fit functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="total_least_squares-603"><a href="#total_least_squares-603"><span class="linenos">603</span></a>
</span><span id="total_least_squares-604"><a href="#total_least_squares-604"><span class="linenos">604</span></a> <span class="k">def</span> <span class="nf">odr_chisquare_compact_x</span><span class="p">(</span><span class="n">d</span><span class="p">):</span>
</span><span id="total_least_squares-605"><a href="#total_least_squares-605"><span class="linenos">605</span></a> <span class="n">model</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="n">d</span><span class="p">[:</span><span class="n">n_parms</span><span class="p">],</span> <span class="n">d</span><span class="p">[</span><span class="n">n_parms</span><span class="p">:</span><span class="n">n_parms</span> <span class="o">+</span> <span class="n">m</span><span class="p">]</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">x_shape</span><span class="p">))</span>

2
docs/pyerrors/input.html
View file

@ -3,7 +3,7 @@
<head>
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docs/pyerrors/input/misc.html
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docs/pyerrors/input/openQCD.html
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@ -3,7 +3,7 @@
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@ -298,7 +298,7 @@
</span><span id="L-202"><a href="#L-202"><span class="linenos"> 202</span></a> <span class="n">r_start_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="L-203"><a href="#L-203"><span class="linenos"> 203</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="L-204"><a href="#L-204"><span class="linenos"> 204</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos"> 205</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos"> 205</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-206"><a href="#L-206"><span class="linenos"> 206</span></a>
</span><span id="L-207"><a href="#L-207"><span class="linenos"> 207</span></a> <span class="k">if</span> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-208"><a href="#L-208"><span class="linenos"> 208</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
@ -307,7 +307,7 @@
</span><span id="L-211"><a href="#L-211"><span class="linenos"> 211</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="L-212"><a href="#L-212"><span class="linenos"> 212</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos"> 213</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="L-214"><a href="#L-214"><span class="linenos"> 214</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-214"><a href="#L-214"><span class="linenos"> 214</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-215"><a href="#L-215"><span class="linenos"> 215</span></a>
</span><span id="L-216"><a href="#L-216"><span class="linenos"> 216</span></a> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">nrw</span><span class="p">):</span>
</span><span id="L-217"><a href="#L-217"><span class="linenos"> 217</span></a> <span class="n">deltas</span><span class="p">[</span><span class="n">k</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tmp_array</span><span class="p">[</span><span class="n">k</span><span class="p">][</span><span class="n">r_start_index</span><span class="p">[</span><span class="n">rep</span><span class="p">]:</span><span class="n">r_stop_index</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="o">+</span> <span class="mi">1</span><span class="p">][::</span><span class="n">r_step</span><span class="p">])</span>
@ -495,7 +495,7 @@
</span><span id="L-399"><a href="#L-399"><span class="linenos"> 399</span></a> <span class="n">r_start_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="L-400"><a href="#L-400"><span class="linenos"> 400</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="L-401"><a href="#L-401"><span class="linenos"> 401</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="L-402"><a href="#L-402"><span class="linenos"> 402</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-402"><a href="#L-402"><span class="linenos"> 402</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-403"><a href="#L-403"><span class="linenos"> 403</span></a>
</span><span id="L-404"><a href="#L-404"><span class="linenos"> 404</span></a> <span class="k">if</span> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-405"><a href="#L-405"><span class="linenos"> 405</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
@ -504,7 +504,7 @@
</span><span id="L-408"><a href="#L-408"><span class="linenos"> 408</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="L-409"><a href="#L-409"><span class="linenos"> 409</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="L-410"><a href="#L-410"><span class="linenos"> 410</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="L-411"><a href="#L-411"><span class="linenos"> 411</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-411"><a href="#L-411"><span class="linenos"> 411</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-412"><a href="#L-412"><span class="linenos"> 412</span></a>
</span><span id="L-413"><a href="#L-413"><span class="linenos"> 413</span></a> <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="nb">len</span><span class="p">(</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">cl</span><span class="p">)))</span> <span class="o">!=</span> <span class="mi">1</span> <span class="k">for</span> <span class="n">cl</span> <span class="ow">in</span> <span class="n">configlist</span><span class="p">]):</span>
</span><span id="L-414"><a href="#L-414"><span class="linenos"> 414</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Irregular spaced data in input file!&#39;</span><span class="p">,</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</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">cl</span><span class="p">)))</span> <span class="k">for</span> <span class="n">cl</span> <span class="ow">in</span> <span class="n">configlist</span><span class="p">])</span>
@ -989,7 +989,7 @@
</span><span id="L-893"><a href="#L-893"><span class="linenos"> 893</span></a> <span class="n">r_start_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="L-894"><a href="#L-894"><span class="linenos"> 894</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="L-895"><a href="#L-895"><span class="linenos"> 895</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="L-896"><a href="#L-896"><span class="linenos"> 896</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-896"><a href="#L-896"><span class="linenos"> 896</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-897"><a href="#L-897"><span class="linenos"> 897</span></a>
</span><span id="L-898"><a href="#L-898"><span class="linenos"> 898</span></a> <span class="k">if</span> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-899"><a href="#L-899"><span class="linenos"> 899</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
@ -998,7 +998,7 @@
</span><span id="L-902"><a href="#L-902"><span class="linenos"> 902</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="L-903"><a href="#L-903"><span class="linenos"> 903</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="L-904"><a href="#L-904"><span class="linenos"> 904</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="L-905"><a href="#L-905"><span class="linenos"> 905</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-905"><a href="#L-905"><span class="linenos"> 905</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-906"><a href="#L-906"><span class="linenos"> 906</span></a>
</span><span id="L-907"><a href="#L-907"><span class="linenos"> 907</span></a> <span class="k">if</span> <span class="n">version</span> <span class="ow">in</span> <span class="p">[</span><span class="s1">&#39;sfqcd&#39;</span><span class="p">]:</span>
</span><span id="L-908"><a href="#L-908"><span class="linenos"> 908</span></a> <span class="n">cstepsize</span> <span class="o">=</span> <span class="n">cmax</span> <span class="o">/</span> <span class="n">ncs</span>
@ -1495,7 +1495,7 @@
</span><span id="read_rwms-203"><a href="#read_rwms-203"><span class="linenos">203</span></a> <span class="n">r_start_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="read_rwms-204"><a href="#read_rwms-204"><span class="linenos">204</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="read_rwms-205"><a href="#read_rwms-205"><span class="linenos">205</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="read_rwms-206"><a href="#read_rwms-206"><span class="linenos">206</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="read_rwms-206"><a href="#read_rwms-206"><span class="linenos">206</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="read_rwms-207"><a href="#read_rwms-207"><span class="linenos">207</span></a>
</span><span id="read_rwms-208"><a href="#read_rwms-208"><span class="linenos">208</span></a> <span class="k">if</span> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="read_rwms-209"><a href="#read_rwms-209"><span class="linenos">209</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
@ -1504,7 +1504,7 @@
</span><span id="read_rwms-212"><a href="#read_rwms-212"><span class="linenos">212</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="read_rwms-213"><a href="#read_rwms-213"><span class="linenos">213</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="read_rwms-214"><a href="#read_rwms-214"><span class="linenos">214</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="read_rwms-215"><a href="#read_rwms-215"><span class="linenos">215</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="read_rwms-215"><a href="#read_rwms-215"><span class="linenos">215</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="read_rwms-216"><a href="#read_rwms-216"><span class="linenos">216</span></a>
</span><span id="read_rwms-217"><a href="#read_rwms-217"><span class="linenos">217</span></a> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">nrw</span><span class="p">):</span>
</span><span id="read_rwms-218"><a href="#read_rwms-218"><span class="linenos">218</span></a> <span class="n">deltas</span><span class="p">[</span><span class="n">k</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tmp_array</span><span class="p">[</span><span class="n">k</span><span class="p">][</span><span class="n">r_start_index</span><span class="p">[</span><span class="n">rep</span><span class="p">]:</span><span class="n">r_stop_index</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="o">+</span> <span class="mi">1</span><span class="p">][::</span><span class="n">r_step</span><span class="p">])</span>
@ -1746,7 +1746,7 @@ Reweighting factors read</li>
</span><span id="extract_t0-400"><a href="#extract_t0-400"><span class="linenos">400</span></a> <span class="n">r_start_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="extract_t0-401"><a href="#extract_t0-401"><span class="linenos">401</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="extract_t0-402"><a href="#extract_t0-402"><span class="linenos">402</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="extract_t0-403"><a href="#extract_t0-403"><span class="linenos">403</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="extract_t0-403"><a href="#extract_t0-403"><span class="linenos">403</span></a> <span class="n">r_start</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="extract_t0-404"><a href="#extract_t0-404"><span class="linenos">404</span></a>
</span><span id="extract_t0-405"><a href="#extract_t0-405"><span class="linenos">405</span></a> <span class="k">if</span> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="extract_t0-406"><a href="#extract_t0-406"><span class="linenos">406</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
@ -1755,7 +1755,7 @@ Reweighting factors read</li>
</span><span id="extract_t0-409"><a href="#extract_t0-409"><span class="linenos">409</span></a> <span class="n">r_stop_index</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">configlist</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">index</span><span class="p">(</span><span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">]))</span>
</span><span id="extract_t0-410"><a href="#extract_t0-410"><span class="linenos">410</span></a> <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
</span><span id="extract_t0-411"><a href="#extract_t0-411"><span class="linenos">411</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Config </span><span class="si">%d</span><span class="s1"> not in file with range [</span><span class="si">%d</span><span class="s1">, </span><span class="si">%d</span><span class="s1">]&#39;</span> <span class="o">%</span> <span class="p">(</span>
</span><span id="extract_t0-412"><a href="#extract_t0-412"><span class="linenos">412</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="extract_t0-412"><a href="#extract_t0-412"><span class="linenos">412</span></a> <span class="n">r_stop</span><span class="p">[</span><span class="n">rep</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">configlist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="extract_t0-413"><a href="#extract_t0-413"><span class="linenos">413</span></a>
</span><span id="extract_t0-414"><a href="#extract_t0-414"><span class="linenos">414</span></a> <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="nb">len</span><span class="p">(</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">cl</span><span class="p">)))</span> <span class="o">!=</span> <span class="mi">1</span> <span class="k">for</span> <span class="n">cl</span> <span class="ow">in</span> <span class="n">configlist</span><span class="p">]):</span>
</span><span id="extract_t0-415"><a href="#extract_t0-415"><span class="linenos">415</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;Irregular spaced data in input file!&#39;</span><span class="p">,</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</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">cl</span><span class="p">)))</span> <span class="k">for</span> <span class="n">cl</span> <span class="ow">in</span> <span class="n">configlist</span><span class="p">])</span>

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<label class="view-source-button" for="errorbar-view-source"><span>View Source</span></label>

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docs/pyerrors/roots.html
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@ -114,7 +114,7 @@
</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a> <span class="k">try</span><span class="p">:</span>
</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a> <span class="n">da</span> <span class="o">=</span> <span class="n">jacobian</span><span class="p">(</span><span class="k">lambda</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">:</span> <span class="n">func</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="p">))(</span><span class="n">d_val</span><span class="p">,</span> <span class="n">root</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a> <span class="k">except</span> <span class="ne">TypeError</span><span class="p">:</span>
</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within root functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within root functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a> <span class="n">deriv</span> <span class="o">=</span> <span class="o">-</span> <span class="n">da</span> <span class="o">/</span> <span class="n">dx</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a> <span class="n">res</span> <span class="o">=</span> <span class="n">derived_observable</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">:</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">finfo</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span><span class="o">.</span><span class="n">eps</span><span class="p">)</span> <span class="o">/</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">d</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">value</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">finfo</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span><span class="o">.</span><span class="n">eps</span><span class="p">)</span> <span class="o">*</span> <span class="n">root</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">d</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">),</span> <span class="n">man_grad</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">deriv</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">))</span>
@ -166,7 +166,7 @@
</span><span id="find_root-37"><a href="#find_root-37"><span class="linenos">37</span></a> <span class="k">try</span><span class="p">:</span>
</span><span id="find_root-38"><a href="#find_root-38"><span class="linenos">38</span></a> <span class="n">da</span> <span class="o">=</span> <span class="n">jacobian</span><span class="p">(</span><span class="k">lambda</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">:</span> <span class="n">func</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="p">))(</span><span class="n">d_val</span><span class="p">,</span> <span class="n">root</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
</span><span id="find_root-39"><a href="#find_root-39"><span class="linenos">39</span></a> <span class="k">except</span> <span class="ne">TypeError</span><span class="p">:</span>
</span><span id="find_root-40"><a href="#find_root-40"><span class="linenos">40</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within root functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
</span><span id="find_root-40"><a href="#find_root-40"><span class="linenos">40</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;It is required to use autograd.numpy instead of numpy within root functions, see the documentation for details.&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="kc">None</span>
</span><span id="find_root-41"><a href="#find_root-41"><span class="linenos">41</span></a> <span class="n">deriv</span> <span class="o">=</span> <span class="o">-</span> <span class="n">da</span> <span class="o">/</span> <span class="n">dx</span>
</span><span id="find_root-42"><a href="#find_root-42"><span class="linenos">42</span></a> <span class="n">res</span> <span class="o">=</span> <span class="n">derived_observable</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">:</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">finfo</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span><span class="o">.</span><span class="n">eps</span><span class="p">)</span> <span class="o">/</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">d</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">value</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">finfo</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span><span class="o">.</span><span class="n">eps</span><span class="p">)</span> <span class="o">*</span> <span class="n">root</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
</span><span id="find_root-43"><a href="#find_root-43"><span class="linenos">43</span></a> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">d</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">),</span> <span class="n">man_grad</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">deriv</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">))</span>

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@ -3,7 +3,7 @@
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