There is a newer version of the record available.

Published August 4, 2023 | Version v0.15.4
Software Open

MilesCranmer/PySR: v0.15.4

Authors/Creators

  • 1. Simons Foundation
  • 2. AAE @ Loughborough University
  • 3. Scott Logic
  • 4. Center for Data Science, New York University
  • 5. @JaneliaSciComp
  • 6. @ml-gde
  • 7. @deepsourcelabs
  • 8. Beihang University
  • 9. New York University

Description

What's Changed
  • Warn user when using power laws by @MilesCranmer in https://github.com/MilesCranmer/PySR/pull/399
    • This seems like the most common configuration mistake in PySR: using the ^ operator without setting constraints, leading to extremely complex expressions with poor generalization properties. Thus, this warning will let the user know about it if they set up ^ without constraints.

Full Changelog: https://github.com/MilesCranmer/PySR/compare/v0.15.3...v0.15.4

Files

MilesCranmer/PySR-v0.15.4.zip

Files (2.1 MB)

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md5:4b16eca8007fd2db116c8cb0f22546bf
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Additional details

Related works

Is supplement to
https://github.com/MilesCranmer/PySR/tree/v0.15.4 (URL)