lass="sd">Module for Scikit-Learn Regressor with ARMA Residuals and</span>
<span class="sd">Scikit-Learn API wrapper for Statsmodels TSA models.</span>
<span class="sd">"""</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Tuple</span>

<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="kn">import