"n">dataframe</span><span class="p">):</span>
<span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd">        Constructor to initialize the Gaussianmixture object with the input DataFrame.</span>

<span class="sd">        :param dataframe: pandas DataFrame containing at least columns [&#39;x&#39;, &#39;y&#39;] and feature columns.</span>
<span class="sd">        &quot;&quot;&quot;</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">df</span> 