Apache SystemML
Apache SystemML is a flexible machine learning system that automatically scales to Spark and Hadoop clusters. SystemML's
distinguishing characteristics are:
Algorithm customizability via R-like and Python-like languages.
Multiple execution modes, including Standalone, Spark Batch, Spark MLContext, Hadoop Batch, and JMLC.
Automatic optimization based on data and cluster characteristics to ensure both efficiency and scalability.