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P4ML source code release - May 2018

Yao, Ke-Thia; Ratnakar, Varun; Brekelma, Rob; Garijo, Daniel; Luo, Fanghao; Huang, I-hui; Szekely, Pedro


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    "description": "<p>First release of the P4ML system (ISI TA2). The system supports:</p>\n\n<ul>\n\t<li>Generation of pipelines by using the D3M primitive catalog</li>\n\t<li>Automated dataset featurization and profiling to create appropriate pipelines</li>\n\t<li>Automated hyperparameter tuning of pipelines</li>\n\t<li>Ensembling of best results.</li>\n\t<li>Multiprocessing</li>\n\t<li>Generation of best solution within a time budget.</li>\n</ul>\n\n<p>Source code repository: https://github.com/usc-isi-i2/dsbox-ta2</p>", 
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