Apache SystemML

What it does

Craft an algorithm for just one machine. The https://github.com/apache/systemml orchestrates this to one million computers of any kind if you could afford them.

Apache SystemDS is an open source ML system for the end-to-end data science lifecycle

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 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…from systemds.apache.org

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