Orca How-to Guides
=========================

**TensorFlow:**

* `Scale TensorFlow 2 Applications <tf2keras-quickstart.html>`__
* `Scale TensorFlow 1.15 Applications <tf1-quickstart.html>`__
* `Scale Keras 2.3 Applications <tf1keras-quickstart.html>`__

**PyTorch:**

* `Scale PyTorch Applications <pytorch-quickstart.html>`__

**Ray:**

* `Run Ray programs on Big Data clusters <ray-quickstart.html>`__

**Data Processing:**

* `Use Spark DataFrames for Deep Learning <spark-dataframe.html>`__
* `Use Distributed Pandas for Deep Learning <xshards-pandas.html>`__

**AutoML:**

* `Enable AutoML for PyTorch <autoestimator-pytorch-quickstart.html>`__
* `Enable AutoML for XGBoost <autoxgboost-quickstart.html>`__