Published May 22, 2018
| Version 0.0.1-beta
Software
Open
P4ML source code release - May 2018
Creators
- 1. Information Sciences Institute
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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