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Published April 12, 2019 | Version v0.10.0
Software Open

EpistasisLab/tpot: TPOT 0.10.0 Release

Creators

  • 1. Life Epigenetics, Inc.
  • 2. University of Pennsylvania
  • 3. USC
  • 4. UW-Madison
  • 5. @pointdotcom
  • 6. University of Arizona
  • 7. Freelancer
  • 8. Anaconda
  • 9. Hospital IQ
  • 10. H2O.ai

Description

  • Add a new template option to specify a desired structure for machine learning pipeline in TPOT. Check TPOT API (it will be updated once it is merge to master branch).
  • Add FeatureSetSelector operator into TPOT for feature selection based on priori export knowledge. Please check our preprint paper for more details (Note: it was named DatasetSelector in 1st version paper but we will rename to FeatureSetSelector in next version of the paper)
  • Refine n_jobs parameter to accept value below -1. For n_jobs below -1, (n_cpus + 1 + n_jobs) are used. Thus for n_jobs = -2, all CPUs but one are used. It is related to the issue #846.
  • Now memory parameter can create memory cache directory if it does not exist. It is related to the issue #837.
  • Fix minor bugs.

Files

EpistasisLab/tpot-v0.10.0.zip

Files (2.5 MB)

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md5:3a719578d90dacd843d626970c2ff6d3
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Additional details

Related works

Is supplement to
https://github.com/EpistasisLab/tpot/tree/v0.10.0 (URL)