Published May 22, 2018 | Version 0.0.1-beta
Software Open

P4ML source code release - May 2018

Description

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

Files

p4ml.zip

Files (4.4 MB)

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