MLeap Runtime

The MLeap Runtime is a lightweight execution engine for machine learning pipelines. It has the following features:

  1. Data frames, called leap frames with support for all common data types and custom data types
  2. Transformers, currently supports all transformers found in Spark as well as multiple extension transformers
  3. Pipelines, easily build pipelines from your transformers
  4. Full integration with MLeap Bundles, the MLeap runtime provides a reference implementation for MLeap Bundles and anyone who wishes to implement their own serializers for it
  5. Serialization formats for leap frames to easily send content across the wire
  6. A very fast linear algebra system powred by BLAS

See our MLeap Runtime usage section for more information on how to use the MLeap Runtime in your application.

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