software . 2018

P4Ml Source Code Release - May 2018

Yao, Ke-Thia; Ratnakar, Varun; Brekelma, Rob; Garijo, Daniel; Luo, Fanghao; Huang, I-hui; Szekely, Pedro;
Open Source
  • Published: 22 May 2018
  • Publisher: Zenodo
Abstract
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
Subjects
free text keywords: automl; machine learning;
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Open Access
Zenodo
Software . 2018
Provider: Datacite
Open Access
Zenodo
Software . 2018
Provider: Datacite
Open Source
Zenodo
Software . 2018
Provider: Zenodo
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