<section id="snowflake-ml-monitoring-explain-visualize-plot-violin">
<h1>snowflake.ml.monitoring.explain_visualize.plot_violin<a class="headerlink" href="#snowflake-ml-monitoring-explain-visualize-plot-violin" title="Permalink to this heading" data-nosnippet="">¶</a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="snowflake.ml.monitoring.explain_visualize.plot_violin">
snowflake.ml.monitoring.explain_visualize.plot_violin(shap_df: DataFrame], feature_df: DataFrame], figsize: tuple[float, float] = (1400, 100)) → Chart<a class="headerlink" href="#snowflake.ml.monitoring.explain_visualize.plot_violin" title="Permalink to this definition" data-nosnippet="">¶</a></dt>
<dd>Create a violin plot per feature showing the distribution of SHAP values.
<dl class="field-list simple">
<dt class="field-odd">Parameters:</dt>
<dd class="field-odd"><ul class="simple">
<li>shap_df – 2D array containing SHAP values for multiple features</li>
<li>feature_df – 2D array containing the corresponding feature values</li>
<li>figsize – tuple of (width, height) for the plot</li>
</ul>
</dd>
<dt class="field-even">Returns:</dt>
<dd class="field-even">Altair chart object
</dd>
</dl>
</dd></dl>

</section>

snowflake.ml.monitoring.explain_visualize.plot_violin¶