Analytics Zoo Documentation

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Analytics Zoo is an open source Big Data AI platform (for distributed TensorFlow, PyTorch and Keras on Apache Spark & Ray).

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Analytics Zoo includes the Orca library that seamlessly scale out your single node Python notebook across large clusters (so as to process distributed Big Data).

Quick Start

• TensorFlow 1.15 Quickstart
• Keras 2.3 Quickstart
• TensorFlow 2 Quickstart
• PyTorch Quickstart
• Ray Quickstart

User guide

• Python User Guide
• Colab User Guide
• Docker User Guide
• K8s User Guide
• Hadoop/YARN User Guide
• Databricks User Guide
• Scala User Guide
• RayOnSpark User Guide
• Zouwu User Guide
• Developer Guide

Orca Overview

• Orca Context
• Distributed Data-Parallel Processing
• Distributed Training and Inference

Python API

• Orca API

Real-World Applications

• Presentations
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