Apache SystemDS

Apache SystemDS

Developer(s)	Apache Software Foundation, IBM
Initial release	November 2, 2015; 9 years ago (2015-11-02)
Stable release	3.0.0 / July 5, 2022; 2 years ago (2022-07-05)
Repository	SystemDS Repository
Written in	Java, Python, DML, C
Operating system	Linux, macOS, Windows
Type	Machine Learning, Deep Learning, Data Science
License	Apache License 2.0
Website	systemds.apache.org

Apache SystemDS (Previously, Apache SystemML) is an open source ML system for the end-to-end data science lifecycle.

SystemDS's distinguishing characteristics are:

1. Algorithm customizability via R-like and Python-like languages.
2. Multiple execution modes, including Standalone, Spark Batch, Spark MLContext, Hadoop Batch, and JMLC.
3. Automatic optimization based on data and cluster characteristics to ensure both efficiency and scalability.