Note: We are merging Analytics Zoo into BigDL 2.0, and our future development will move to the BigDL project.

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