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2 changes: 1 addition & 1 deletion docs/.buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: c2c8ba46bbcc928ae1b85e7334f5f0ff
config: 688b4d7184e50cea9bfac1932e05d0ec
tags: 645f666f9bcd5a90fca523b33c5a78b7
4 changes: 2 additions & 2 deletions docs/_modules/geosnap/_community.html
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<html xmlns="http://www.w3.org/1999/xhtml">
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<html xmlns="http://www.w3.org/1999/xhtml">
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<html xmlns="http://www.w3.org/1999/xhtml">
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Expand Down Expand Up @@ -136,7 +136,17 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="n">SpectralClustering</span><span class="p">,</span>
<span class="p">)</span>
<span class="kn">from</span> <span class="nn">sklearn.mixture</span> <span class="kn">import</span> <span class="n">GaussianMixture</span>
<span class="kn">from</span> <span class="nn">spenc</span> <span class="kn">import</span> <span class="n">SPENC</span>


<span class="k">def</span> <span class="nf">_import_tryer</span><span class="p">(</span><span class="n">package</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
<span class="k">try</span><span class="p">:</span>
<span class="k">return</span> <span class="n">exec</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;from </span><span class="si">{package}</span><span class="s2"> import </span><span class="si">{func}</span><span class="s2">&quot;</span><span class="p">,</span> <span class="nb">globals</span><span class="p">(),</span> <span class="nb">globals</span><span class="p">())</span>
<span class="k">except</span> <span class="ne">ImportError</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">ImportError</span><span class="p">(</span>
<span class="sa">f</span><span class="s2">&quot;You must have the </span><span class="si">{name}</span><span class="s2"> package installed to use this clusterer &quot;</span>
<span class="s2">&quot;but it could not be imported.&quot;</span>
<span class="p">)</span>


<span class="c1"># Sklearn a-spatial models</span>

Expand Down Expand Up @@ -175,7 +185,7 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="n">n_jobs</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
<span class="n">algorithm</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">,</span>
<span class="n">precompute_distances</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">):</span>
<span class="sd">&quot;&quot;&quot;K-Means clustering.</span>

Expand Down Expand Up @@ -230,7 +240,7 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">affinity</span><span class="o">=</span><span class="s2">&quot;euclidean&quot;</span><span class="p">,</span>
<span class="n">verbose</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Clustering with Affinity Propagation.</span>

Expand Down Expand Up @@ -280,7 +290,7 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="n">coef0</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
<span class="n">kernel_params</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
<span class="n">n_jobs</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Spectral Clustering.</span>

Expand Down Expand Up @@ -354,7 +364,7 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="n">best_model</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="n">max_clusters</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
<span class="n">random_state</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Clustering with Gaussian Mixture Model.</span>

Expand Down Expand Up @@ -443,13 +453,7 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="sd"> fitted cluster instance: hdbscan.hdbscan.HDBSCAN</span>

<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">try</span><span class="p">:</span>
<span class="kn">from</span> <span class="nn">hdbscan</span> <span class="kn">import</span> <span class="n">HDBSCAN</span>
<span class="k">except</span> <span class="ne">ImportError</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">ImportError</span><span class="p">(</span>
<span class="s2">&quot;You must have the hdbscan package installed to use this function&quot;</span>
<span class="p">)</span>

<span class="n">_import_tryer</span><span class="p">(</span><span class="s2">&quot;hdbscan&quot;</span><span class="p">,</span> <span class="s2">&quot;HDBSCAN&quot;</span><span class="p">,</span> <span class="s2">&quot;`hdbscan`&quot;</span><span class="p">)</span>
<span class="n">model</span> <span class="o">=</span> <span class="n">HDBSCAN</span><span class="p">(</span><span class="n">min_cluster_size</span><span class="o">=</span><span class="n">min_cluster_size</span><span class="p">)</span>
<span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
<span class="k">return</span> <span class="n">model</span></div>
Expand Down Expand Up @@ -503,6 +507,8 @@ <h1>Source code for geosnap.analyze.cluster</h1><div class="highlight"><pre>
<span class="sd"> fitted cluster instance: spenc.SPENC</span>

<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">_import_tryer</span><span class="p">(</span><span class="s2">&quot;spenc&quot;</span><span class="p">,</span> <span class="s2">&quot;SPENC&quot;</span><span class="p">,</span> <span class="s2">&quot;spenc&quot;</span><span class="p">)</span>

<span class="n">model</span> <span class="o">=</span> <span class="n">SPENC</span><span class="p">(</span><span class="n">n_clusters</span><span class="o">=</span><span class="n">n_clusters</span><span class="p">,</span> <span class="n">gamma</span><span class="o">=</span><span class="n">gamma</span><span class="p">)</span>

<span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">w</span><span class="o">.</span><span class="n">sparse</span><span class="p">)</span>
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URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
VERSION: '0.3.1',
VERSION: '0.3.2',
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