Apache SystemDS™

Apache SystemDS™

An open source ML system for the end-to-end data science lifecycle

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SystemML is now SystemDS

To reflect the change of focus to the end-to-end data science lifecycle

What is Apache SystemDS?

What is SystemDS?

SystemDS is an open source ML system for the end-to-end data science lifecycle from data integration, cleaning, and feature engineering, over efficient, local and distributed ML model training, to deployment and serving. To this end, it provides a stack of declarative languages with R-like syntax for (1) the different tasks of the data-science lifecycle, and (2) users with different expertise. These high-level scripts are compiled into hybrid execution plans of local, in-memory CPU and GPU operations, as well as distributed operations on Apache Spark

What is Apache SystemDS?

Install SystemDS

New to Apache SystemDS? Try our quick install guide that will walk you through setting up your environment and getting you up and going with SystemDS.

Install SystemDS Docs

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