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fjosw 2023-05-31 16:00:26 +00:00
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@ -129,7 +129,7 @@
</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="k">def</span> <span class="nf">errsq</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot; Return the variance (= square of the error) of the Covobs</span>
</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cov</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">)))</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cov</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">))</span><span class="o">.</span><span class="n">item</span><span class="p">()</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a>
</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="k">def</span> <span class="nf">_set_cov</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cov</span><span class="p">):</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot; Set the covariance matrix of the covobs</span>
@ -245,7 +245,7 @@
</span><span id="Covobs-43"><a href="#Covobs-43"><span class="linenos"> 43</span></a> <span class="k">def</span> <span class="nf">errsq</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="Covobs-44"><a href="#Covobs-44"><span class="linenos"> 44</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot; Return the variance (= square of the error) of the Covobs</span>
</span><span id="Covobs-45"><a href="#Covobs-45"><span class="linenos"> 45</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Covobs-46"><a href="#Covobs-46"><span class="linenos"> 46</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cov</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">)))</span>
</span><span id="Covobs-46"><a href="#Covobs-46"><span class="linenos"> 46</span></a> <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cov</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">))</span><span class="o">.</span><span class="n">item</span><span class="p">()</span>
</span><span id="Covobs-47"><a href="#Covobs-47"><span class="linenos"> 47</span></a>
</span><span id="Covobs-48"><a href="#Covobs-48"><span class="linenos"> 48</span></a> <span class="k">def</span> <span class="nf">_set_cov</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cov</span><span class="p">):</span>
</span><span id="Covobs-49"><a href="#Covobs-49"><span class="linenos"> 49</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot; Set the covariance matrix of the covobs</span>
@ -393,7 +393,7 @@ Gradient of the Covobs wrt. the means belonging to cov.</li>
<div class="pdoc-code codehilite"><pre><span></span><span id="Covobs.errsq-43"><a href="#Covobs.errsq-43"><span class="linenos">43</span></a> <span class="k">def</span> <span class="nf">errsq</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="Covobs.errsq-44"><a href="#Covobs.errsq-44"><span class="linenos">44</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot; Return the variance (= square of the error) of the Covobs</span>
</span><span id="Covobs.errsq-45"><a href="#Covobs.errsq-45"><span class="linenos">45</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Covobs.errsq-46"><a href="#Covobs.errsq-46"><span class="linenos">46</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cov</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">)))</span>
</span><span id="Covobs.errsq-46"><a href="#Covobs.errsq-46"><span class="linenos">46</span></a> <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cov</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grad</span><span class="p">))</span><span class="o">.</span><span class="n">item</span><span class="p">()</span>
</span></pre></div>