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A unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, Apache Spark/Flink and Ray

Project description

Analytics Zoo is an open source Big Data AI platform, and includes the following features for scaling end-to-end AI to distributed Big Data:

  • Orca: seamlessly scale out TensorFlow and PyTorch for Big Data (using Spark & Ray)

  • RayOnSpark: run Ray programs directly on Big Data clusters

  • BigDL Extensions: high-level Spark ML pipeline and Keras-like APIs for BigDL

  • Chronos: scalable time series analysis using AutoML

  • PPML: privacy preserving big data analysis and machine learning (experimental)

For more information, you may read the docs.

Project details


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