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fjosw 2022-01-17 14:47:07 +00:00
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@ -318,6 +318,7 @@
<span class="kn">import</span> <span class="nn">autograd.numpy</span> <span class="k">as</span> <span class="nn">anp</span> <span class="c1"># Thinly-wrapped numpy</span> <span class="kn">import</span> <span class="nn">autograd.numpy</span> <span class="k">as</span> <span class="nn">anp</span> <span class="c1"># Thinly-wrapped numpy</span>
<span class="kn">from</span> <span class="nn">autograd</span> <span class="kn">import</span> <span class="n">jacobian</span> <span class="kn">from</span> <span class="nn">autograd</span> <span class="kn">import</span> <span class="n">jacobian</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span> <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">from</span> <span class="nn">scipy.stats</span> <span class="kn">import</span> <span class="n">kurtosis</span><span class="p">,</span> <span class="n">skew</span>
<span class="kn">import</span> <span class="nn">numdifftools</span> <span class="k">as</span> <span class="nn">nd</span> <span class="kn">import</span> <span class="nn">numdifftools</span> <span class="k">as</span> <span class="nn">nd</span>
<span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">groupby</span> <span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">groupby</span>
<span class="kn">from</span> <span class="nn">.covobs</span> <span class="kn">import</span> <span class="n">Covobs</span> <span class="kn">from</span> <span class="nn">.covobs</span> <span class="kn">import</span> <span class="n">Covobs</span>
@ -878,7 +879,7 @@
<span class="n">y</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">tmp</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="n">y</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">tmp</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">e_N</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">e_N</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">e_name</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">e_name</span> <span class="o">+</span> <span class="sa">f</span><span class="s1">&#39;, skew: </span><span class="si">{</span><span class="n">skew</span><span class="p">(</span><span class="n">y</span><span class="p">)</span><span class="si">:</span><span class="s1">2.3f</span><span class="si">}</span><span class="s1">, kurtosis: </span><span class="si">{</span><span class="n">kurtosis</span><span class="p">(</span><span class="n">y</span><span class="p">)</span><span class="si">:</span><span class="s1">2.3f</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span> <span class="n">plt</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">plot_piechart</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> <span class="k">def</span> <span class="nf">plot_piechart</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
@ -2452,7 +2453,7 @@
<span class="n">y</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">tmp</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="n">y</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">tmp</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">e_N</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">e_N</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">e_name</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">e_name</span> <span class="o">+</span> <span class="sa">f</span><span class="s1">&#39;, skew: </span><span class="si">{</span><span class="n">skew</span><span class="p">(</span><span class="n">y</span><span class="p">)</span><span class="si">:</span><span class="s1">2.3f</span><span class="si">}</span><span class="s1">, kurtosis: </span><span class="si">{</span><span class="n">kurtosis</span><span class="p">(</span><span class="n">y</span><span class="p">)</span><span class="si">:</span><span class="s1">2.3f</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span> <span class="n">plt</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">plot_piechart</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> <span class="k">def</span> <span class="nf">plot_piechart</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
@ -3579,7 +3580,7 @@ saves the figure to a file named 'save' if.</li>
<span class="n">y</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">tmp</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="n">y</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">tmp</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">e_N</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">e_N</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">e_name</span><span class="p">)</span> <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">e_name</span> <span class="o">+</span> <span class="sa">f</span><span class="s1">&#39;, skew: </span><span class="si">{</span><span class="n">skew</span><span class="p">(</span><span class="n">y</span><span class="p">)</span><span class="si">:</span><span class="s1">2.3f</span><span class="si">}</span><span class="s1">, kurtosis: </span><span class="si">{</span><span class="n">kurtosis</span><span class="p">(</span><span class="n">y</span><span class="p">)</span><span class="si">:</span><span class="s1">2.3f</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span> <span class="n">plt</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
</pre></div> </pre></div>