param series_len:          The length of each time series window</span>
<span class="sd">    :type  series_len:          int</span>

<span class="sd">    :param dataset_pct:        The percentage of the full dataset to include</span>
<span class="sd">    :type  dataset_pct:        float</span>

<span class="sd">    :return:</span>
<span class="sd">    :rtype:</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="c1"># Selecting the length of the full dataset</span>
    <span class="n">lengt