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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

First release of the P4ML system (ISI TA2). The system supports:

  • Generation of pipelines by using the D3M primitive catalog
  • Automated dataset featurization and profiling to create appropriate pipelines
  • Automated hyperparameter tuning of pipelines
  • Ensembling of best results.
  • Multiprocessing
  • Generation of best solution within a time budget.

Source code repository: https://github.com/usc-isi-i2/dsbox-ta2

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