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augustes committed Feb 6, 2024
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74 changes: 49 additions & 25 deletions api/index.html
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Expand Up @@ -3784,7 +3784,19 @@ <h4 id="labproject.plotting.plot_scaling_metric_sample_size" class="doc doc-head
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<span class="normal"><a href="#__codelineno-0-105">105</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-64"><a id="__codelineno-0-64" name="__codelineno-0-64"></a><span class="k">def</span> <span class="nf">plot_scaling_metric_sample_size</span><span class="p">(</span>
<span class="normal"><a href="#__codelineno-0-105">105</a></span>
<span class="normal"><a href="#__codelineno-0-106">106</a></span>
<span class="normal"><a href="#__codelineno-0-107">107</a></span>
<span class="normal"><a href="#__codelineno-0-108">108</a></span>
<span class="normal"><a href="#__codelineno-0-109">109</a></span>
<span class="normal"><a href="#__codelineno-0-110">110</a></span>
<span class="normal"><a href="#__codelineno-0-111">111</a></span>
<span class="normal"><a href="#__codelineno-0-112">112</a></span>
<span class="normal"><a href="#__codelineno-0-113">113</a></span>
<span class="normal"><a href="#__codelineno-0-114">114</a></span>
<span class="normal"><a href="#__codelineno-0-115">115</a></span>
<span class="normal"><a href="#__codelineno-0-116">116</a></span>
<span class="normal"><a href="#__codelineno-0-117">117</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-64"><a id="__codelineno-0-64" name="__codelineno-0-64"></a><span class="k">def</span> <span class="nf">plot_scaling_metric_sample_size</span><span class="p">(</span>
</span><span id="__span-0-65"><a id="__codelineno-0-65" name="__codelineno-0-65"></a> <span class="n">sample_size</span><span class="p">,</span>
</span><span id="__span-0-66"><a id="__codelineno-0-66" name="__codelineno-0-66"></a> <span class="n">distances</span><span class="p">,</span>
</span><span id="__span-0-67"><a id="__codelineno-0-67" name="__codelineno-0-67"></a> <span class="n">errors</span><span class="p">,</span>
Expand All @@ -3802,30 +3814,42 @@ <h4 id="labproject.plotting.plot_scaling_metric_sample_size" class="doc doc-head
</span><span id="__span-0-79"><a id="__codelineno-0-79" name="__codelineno-0-79"></a> <span class="n">label</span><span class="o">=</span><span class="n">metric_name</span> <span class="k">if</span> <span class="n">label</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">label</span><span class="p">,</span>
</span><span id="__span-0-80"><a id="__codelineno-0-80" name="__codelineno-0-80"></a> <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
</span><span id="__span-0-81"><a id="__codelineno-0-81" name="__codelineno-0-81"></a> <span class="p">)</span>
</span><span id="__span-0-82"><a id="__codelineno-0-82" name="__codelineno-0-82"></a> <span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">sample_size</span><span class="p">,</span> <span class="n">distances</span> <span class="o">-</span> <span class="n">errors</span><span class="p">,</span> <span class="n">distances</span> <span class="o">+</span> <span class="n">errors</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
</span><span id="__span-0-83"><a id="__codelineno-0-83" name="__codelineno-0-83"></a> <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;samples&quot;</span><span class="p">)</span>
</span><span id="__span-0-84"><a id="__codelineno-0-84" name="__codelineno-0-84"></a> <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="n">metric_name</span><span class="p">)</span>
</span><span id="__span-0-85"><a id="__codelineno-0-85" name="__codelineno-0-85"></a> <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">metric_name</span><span class="si">}</span><span class="s2"> with increasing sample size for </span><span class="si">{</span><span class="n">dataset_name</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</span><span id="__span-0-86"><a id="__codelineno-0-86" name="__codelineno-0-86"></a> <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span>
</span><span id="__span-0-87"><a id="__codelineno-0-87" name="__codelineno-0-87"></a> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
</span><span id="__span-0-88"><a id="__codelineno-0-88" name="__codelineno-0-88"></a> <span class="n">PLOT_PATH</span><span class="p">,</span>
</span><span id="__span-0-89"><a id="__codelineno-0-89" name="__codelineno-0-89"></a> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">metric_name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;_&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">_sample_size_</span><span class="si">{</span><span class="n">dataset_name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;_&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">.png&quot;</span><span class="p">,</span>
</span><span id="__span-0-90"><a id="__codelineno-0-90" name="__codelineno-0-90"></a> <span class="p">)</span>
</span><span id="__span-0-91"><a id="__codelineno-0-91" name="__codelineno-0-91"></a> <span class="p">)</span>
</span><span id="__span-0-92"><a id="__codelineno-0-92" name="__codelineno-0-92"></a> <span class="n">plt</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
</span><span id="__span-0-93"><a id="__codelineno-0-93" name="__codelineno-0-93"></a> <span class="k">else</span><span class="p">:</span>
</span><span id="__span-0-94"><a id="__codelineno-0-94" name="__codelineno-0-94"></a> <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
</span><span id="__span-0-95"><a id="__codelineno-0-95" name="__codelineno-0-95"></a> <span class="n">sample_size</span><span class="p">,</span>
</span><span id="__span-0-96"><a id="__codelineno-0-96" name="__codelineno-0-96"></a> <span class="n">distances</span><span class="p">,</span>
</span><span id="__span-0-97"><a id="__codelineno-0-97" name="__codelineno-0-97"></a> <span class="n">label</span><span class="o">=</span><span class="n">metric_name</span> <span class="k">if</span> <span class="n">label</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">label</span><span class="p">,</span>
</span><span id="__span-0-98"><a id="__codelineno-0-98" name="__codelineno-0-98"></a> <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
</span><span id="__span-0-99"><a id="__codelineno-0-99" name="__codelineno-0-99"></a> <span class="p">)</span>
</span><span id="__span-0-100"><a id="__codelineno-0-100" name="__codelineno-0-100"></a> <span class="n">ax</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">sample_size</span><span class="p">,</span> <span class="n">distances</span> <span class="o">-</span> <span class="n">errors</span><span class="p">,</span> <span class="n">distances</span> <span class="o">+</span> <span class="n">errors</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
</span><span id="__span-0-101"><a id="__codelineno-0-101" name="__codelineno-0-101"></a> <span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;samples&quot;</span><span class="p">)</span>
</span><span id="__span-0-102"><a id="__codelineno-0-102" name="__codelineno-0-102"></a> <span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span>
</span><span id="__span-0-103"><a id="__codelineno-0-103" name="__codelineno-0-103"></a> <span class="n">metric_name</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</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;color&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;color&quot;</span><span class="p">)</span>
</span><span id="__span-0-104"><a id="__codelineno-0-104" name="__codelineno-0-104"></a> <span class="p">)</span>
</span><span id="__span-0-105"><a id="__codelineno-0-105" name="__codelineno-0-105"></a> <span class="k">return</span> <span class="n">ax</span>
</span><span id="__span-0-82"><a id="__codelineno-0-82" name="__codelineno-0-82"></a> <span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span>
</span><span id="__span-0-83"><a id="__codelineno-0-83" name="__codelineno-0-83"></a> <span class="n">sample_size</span><span class="p">,</span>
</span><span id="__span-0-84"><a id="__codelineno-0-84" name="__codelineno-0-84"></a> <span class="n">distances</span> <span class="o">-</span> <span class="n">errors</span><span class="p">,</span>
</span><span id="__span-0-85"><a id="__codelineno-0-85" name="__codelineno-0-85"></a> <span class="n">distances</span> <span class="o">+</span> <span class="n">errors</span><span class="p">,</span>
</span><span id="__span-0-86"><a id="__codelineno-0-86" name="__codelineno-0-86"></a> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
</span><span id="__span-0-87"><a id="__codelineno-0-87" name="__codelineno-0-87"></a> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</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;color&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;color&quot;</span><span class="p">),</span>
</span><span id="__span-0-88"><a id="__codelineno-0-88" name="__codelineno-0-88"></a> <span class="p">)</span>
</span><span id="__span-0-89"><a id="__codelineno-0-89" name="__codelineno-0-89"></a> <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;samples&quot;</span><span class="p">)</span>
</span><span id="__span-0-90"><a id="__codelineno-0-90" name="__codelineno-0-90"></a> <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="n">metric_name</span><span class="p">)</span>
</span><span id="__span-0-91"><a id="__codelineno-0-91" name="__codelineno-0-91"></a> <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">metric_name</span><span class="si">}</span><span class="s2"> with increasing sample size for </span><span class="si">{</span><span class="n">dataset_name</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</span><span id="__span-0-92"><a id="__codelineno-0-92" name="__codelineno-0-92"></a> <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span>
</span><span id="__span-0-93"><a id="__codelineno-0-93" name="__codelineno-0-93"></a> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
</span><span id="__span-0-94"><a id="__codelineno-0-94" name="__codelineno-0-94"></a> <span class="n">PLOT_PATH</span><span class="p">,</span>
</span><span id="__span-0-95"><a id="__codelineno-0-95" name="__codelineno-0-95"></a> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">metric_name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;_&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">_sample_size_</span><span class="si">{</span><span class="n">dataset_name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;_&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">.png&quot;</span><span class="p">,</span>
</span><span id="__span-0-96"><a id="__codelineno-0-96" name="__codelineno-0-96"></a> <span class="p">)</span>
</span><span id="__span-0-97"><a id="__codelineno-0-97" name="__codelineno-0-97"></a> <span class="p">)</span>
</span><span id="__span-0-98"><a id="__codelineno-0-98" name="__codelineno-0-98"></a> <span class="n">plt</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
</span><span id="__span-0-99"><a id="__codelineno-0-99" name="__codelineno-0-99"></a> <span class="k">else</span><span class="p">:</span>
</span><span id="__span-0-100"><a id="__codelineno-0-100" name="__codelineno-0-100"></a> <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
</span><span id="__span-0-101"><a id="__codelineno-0-101" name="__codelineno-0-101"></a> <span class="n">sample_size</span><span class="p">,</span>
</span><span id="__span-0-102"><a id="__codelineno-0-102" name="__codelineno-0-102"></a> <span class="n">distances</span><span class="p">,</span>
</span><span id="__span-0-103"><a id="__codelineno-0-103" name="__codelineno-0-103"></a> <span class="n">label</span><span class="o">=</span><span class="n">metric_name</span> <span class="k">if</span> <span class="n">label</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">label</span><span class="p">,</span>
</span><span id="__span-0-104"><a id="__codelineno-0-104" name="__codelineno-0-104"></a> <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
</span><span id="__span-0-105"><a id="__codelineno-0-105" name="__codelineno-0-105"></a> <span class="p">)</span>
</span><span id="__span-0-106"><a id="__codelineno-0-106" name="__codelineno-0-106"></a> <span class="n">ax</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span>
</span><span id="__span-0-107"><a id="__codelineno-0-107" name="__codelineno-0-107"></a> <span class="n">sample_size</span><span class="p">,</span>
</span><span id="__span-0-108"><a id="__codelineno-0-108" name="__codelineno-0-108"></a> <span class="n">distances</span> <span class="o">-</span> <span class="n">errors</span><span class="p">,</span>
</span><span id="__span-0-109"><a id="__codelineno-0-109" name="__codelineno-0-109"></a> <span class="n">distances</span> <span class="o">+</span> <span class="n">errors</span><span class="p">,</span>
</span><span id="__span-0-110"><a id="__codelineno-0-110" name="__codelineno-0-110"></a> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
</span><span id="__span-0-111"><a id="__codelineno-0-111" name="__codelineno-0-111"></a> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</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;color&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;color&quot;</span><span class="p">),</span>
</span><span id="__span-0-112"><a id="__codelineno-0-112" name="__codelineno-0-112"></a> <span class="p">)</span>
</span><span id="__span-0-113"><a id="__codelineno-0-113" name="__codelineno-0-113"></a> <span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;samples&quot;</span><span class="p">)</span>
</span><span id="__span-0-114"><a id="__codelineno-0-114" name="__codelineno-0-114"></a> <span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span>
</span><span id="__span-0-115"><a id="__codelineno-0-115" name="__codelineno-0-115"></a> <span class="n">metric_name</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</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;color&quot;</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;color&quot;</span><span class="p">)</span>
</span><span id="__span-0-116"><a id="__codelineno-0-116" name="__codelineno-0-116"></a> <span class="p">)</span>
</span><span id="__span-0-117"><a id="__codelineno-0-117" name="__codelineno-0-117"></a> <span class="k">return</span> <span class="n">ax</span>
</span></code></pre></div></td></tr></table></div>
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2 changes: 1 addition & 1 deletion search/search_index.json
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