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| <h1>Apache SystemDS<sup id="trademark">™</sup> 0.12.0-incubating Release Notes</h1> |
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| <p>The <strong>Apache SystemML 0.12.0-incubating release</strong> 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.</p> |
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| <h3 id="new-features">New Features</h3> |
| <ul> |
| <li>Support pip install of new python package</li> |
| <li>Allow NumPy arrays, Pandas DataFrame and SciPy matrices as input to MLContext</li> |
| <li>Improve SystemML Python DSL for NumPy</li> |
| <li>Updated build for Spark 1.6.0</li> |
| <li>DML utility script to shuffle input dataset</li> |
| </ul> |
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| <h3 id="experimental-features--algorithms">Experimental Features / Algorithms</h3> |
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| <li>GPU Enhancements</li> |
| </ul> |
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| <h3 id="various-fixes">Various Fixes</h3> |
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| <li>Several bug fixes for diverse issues</li> |
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