Analytics Zoo DocumentationΒΆ

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)

Real-World Application