
  
  <section id="ml-apis-available-in-snowflake-ml-python-running-on-container-runtime-for-ml">
<h1>ML APIs available in <code class="docutils literal notranslate"><span class="pre">snowflake-ml-python</span></code> running on Container Runtime for ML<a class="headerlink" href="#ml-apis-available-in-snowflake-ml-python-running-on-container-runtime-for-ml" title="Permalink to this heading" data-nosnippet="">¶</a></h1>
<p>These APIs ara available only in notebooks running on Container Runtime for ML.</p>
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<ul>
<li class="toctree-l1"><a class="reference internal" href="modeling_distributors">Distributed Modeling Classes</a><ul>
<li class="toctree-l2"><a class="reference internal" href="modeling_distributors.html#snowflake-ml-modeling-distributors-xgboost-xgbestimator"><code class="code docutils literal notranslate"><span class="pre">snowflake.ml.modeling.distributors.xgboost.XGBEstimator</span></code></a><ul>
<li class="toctree-l3"><a class="reference internal" href="modeling_distributors.html#related-classes">Related classes</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="modeling_distributors.html#snowflake-ml-modeling-distributors-lightgbm-lightgbmestimator"><code class="code docutils literal notranslate"><span class="pre">snowflake.ml.modeling.distributors.lightgbm.LightGBMEstimator</span></code></a><ul>
<li class="toctree-l3"><a class="reference internal" href="modeling_distributors.html#id1">Related classes</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="modeling_distributors.html#snowflake-ml-modeling-distributors-pytorch-pytorchdistributor"><code class="code docutils literal notranslate"><span class="pre">snowflake.ml.modeling.distributors.pytorch.PyTorchDistributor</span></code></a><ul>
<li class="toctree-l3"><a class="reference internal" href="modeling_distributors.html#id2">Related classes</a></li>
<li class="toctree-l3"><a class="reference internal" href="modeling_distributors.html#related-functions">Related functions</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="data_sharded_data_connector">Sharded Data Connector</a><ul>
<li class="toctree-l2"><a class="reference internal" href="data_sharded_data_connector.html#snowflake-ml-data-sharded-data-connector-shardeddataconnector"><code class="code docutils literal notranslate"><span class="pre">snowflake.ml.data_sharded_data_connector.ShardedDataConnector</span></code></a></li>
</ul>
</li>
</ul>
</div>
</section>




ML APIs available in snowflake-ml-python running on Container Runtime for ML¶

ML APIs available in `snowflake-ml-python` running on Container Runtime for ML¶