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| <h1>Apache SystemDS<sup id="trademark">™</sup> 0.13.0-incubating Release Notes</h1> |
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| <p>The <strong>Apache SystemML 0.13.0-incubating release</strong> was approved on March 2, 2017. It is the fifth 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-and-capabilities">New Features and Capabilities</h3> |
| <ul> |
| <li>Updated build for Spark 2.1.0 and Hadoop 2.6.0</li> |
| <li>New simplification rewrites for stratstats</li> |
| <li>New fused operator tack+* in CP and Spark</li> |
| <li>New dmlFromResource capability in Python (equivalent to Scala)</li> |
| <li>Add input float support to MLContext</li> |
| <li>Versioned documentation</li> |
| </ul> |
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| <h3 id="experimental-features--algorithms">Experimental Features / Algorithms</h3> |
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| <li>Compressed Linear Algebra v2 (new DDC encoding format, hardened sample-based estimators, debugging tools, new column grouping algorithm, additional operations)</li> |
| </ul> |
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| <h3 id="various-fixes">Various Fixes</h3> |
| <ul> |
| <li>Bug fixes for diverse issues. See <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339247">JIRA release notes</a> for complete list.</li> |
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