SystemML 0.12.0-incubating Release Notes Apache SystemDS™ Download Get Started Docs latest 3.3.0 (stable) Release Notes 3.3.0 Community Get Involved Issue Tracker Source Code Website Source Code Apache Apache Software Foundation Apache License Sponsorship Thanks Privacy Policy Security Apache SystemDS™ 0.12.0-incubating Release Notes The Apache SystemML 0.12.0-incubating release was approved on February 7, 2017. It is the fourth release of Apache SystemML since it became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below. New Features Support pip install of new python package Allow NumPy arrays, Pandas DataFrame and SciPy matrices as input to MLContext Improve SystemML Python DSL for NumPy Updated build for Spark 1.6.0 DML utility script to shuffle input dataset Experimental Features / Algorithms GPU Enhancements Various Fixes Several bug fixes for diverse issues Copyright © 2015 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache and the Apache oak leaf logo are trademarks of The Apache Software Foundation.