</span><span class="p">)</span>
    <span class="n">vae_df</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">log2</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">c</span><span class="p">]</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>

<span class="n">dataset</span> <span class="o">=</span> <span class=