umpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">torch</span>

<span class="kn">from</span><span class="w"> </span><span class="nn">dice_ml.constants</span><span class="w"> </span><span class="kn">import</span> <span class="n">ModelTypes</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">dice_ml.model_interfaces.base_model</span><span class="w"> </span