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| <h1>Apache SystemDS<sup id="trademark">™</sup> 0.11.0-incubating Release Notes</h1> |
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| <p>The <strong>Apache SystemML 0.11.0-incubating release</strong> was approved on November 12, 2016. It is the third release of Apache SystemML since it |
| became an incubator project on November 2nd, 2015. Extensive updates have been made to the project in several areas, as detailed |
| below.</p> |
| |
| <h3 id="new-features">New Features</h3> |
| <ul> |
| <li>SystemML frames</li> |
| <li>New MLContext API</li> |
| <li>Transform functions based on SystemML frames</li> |
| </ul> |
| |
| <h3 id="experimental-features--algorithms">Experimental Features / Algorithms</h3> |
| <ul> |
| <li>New built-in functions for deep learning (convolution and pooling)</li> |
| <li>Deep learning library (DML bodied functions)</li> |
| <li>Python DSL Integration</li> |
| <li>GPU Support</li> |
| <li>Compressed Linear Algebra</li> |
| </ul> |
| |
| <h3 id="new-algorithms">New Algorithms</h3> |
| <ul> |
| <li>Lasso</li> |
| <li>kNN</li> |
| <li>Lanczos</li> |
| <li>PPCA</li> |
| </ul> |
| |
| <h3 id="new-deep-learning-algorithms">New Deep Learning Algorithms</h3> |
| <ul> |
| <li>CNN (Lenet)</li> |
| <li>RBM</li> |
| </ul> |
| |
| <h3 id="various-fixes">Various Fixes</h3> |
| <ul> |
| <li>Several bug fixes for diverse issues</li> |
| </ul> |
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