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# Force constants calculation using pypolymlp (machine learning potential)
**This is an experimental feature.**
With the `--pypolymlp` option, phono3py can interface with the polynomial
machine learning potential (MLP) code,
[pypolymlp](https://github.com/sekocha/pypolymlp), to perform training and

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<section class="tex2jax_ignore mathjax_ignore" id="force-constants-calculation-using-pypolymlp-machine-learning-potential">
<span id="pypolymlp-interface"></span><h1>Force constants calculation using pypolymlp (machine learning potential)<a class="headerlink" href="#force-constants-calculation-using-pypolymlp-machine-learning-potential" title="Link to this heading">#</a></h1>
<p><strong>This is an experimental feature.</strong></p>
<p>With the <code class="docutils literal notranslate"><span class="pre">--pypolymlp</span></code> option, phono3py can interface with the polynomial
machine learning potential (MLP) code,
<a class="reference external" href="https://github.com/sekocha/pypolymlp">pypolymlp</a>, to perform training and

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