PyGlove 0.1.1

• New Features

  • Introduce pg.logging to allow pluggable PyGlove logging.
  • Introduce pg.early_stopping with initial step-wise policies.

• Enhancements

  • pg.hyper:

    • Support nested pg.hyper.DynamicEvaluationContext for supporting divide-and-conquer a search space.
    • Support scale type for pg.floatv.
    • Preserve numeric literal values when calling pg.hyper.Choices.dna_spec.

  • pg.tuning:

    • Support using base error class and error regex in pg.tuning.Feedback.skip_on_exceptions.
    • Add pg.tuning.Feedback.ignore_race_conditions to better handle race conditions from multiple co-workers

  • pg.evolution:

    • Make pg.evolution.Evolution thread-safe during propose/feedback.
    • Make pg.evolution.Evolution better report population initialization errors.