All Versions
13
Latest Version
Avg Release Cycle
38 days
Latest Release
1329 days ago

Changelog History
Page 2

  • v0.0.3 Changes

    August 05, 2019

    New feature

    • โž• Add MedianPruner and PercentilePruner which implements median stopping rule of Vizier (Google) (#11)
    • ๐Ÿ‘Œ Support DiscreteUniformDistribution (#14)
    • ๐Ÿ‘Œ Support LogUniformDistribution (#16)

    Internal change

    • ๐Ÿ‘‰ Make TPE 30% faster (#9)

  • v0.0.2 Changes

    July 29, 2019

    New feature

    • Accept a go's context via study.WithContext (#4)
    • ๐Ÿ‘Œ Support CategoricalDistribution (#8)

    Internal change

    • Redesign the distribution interface. (#6)
    • โž• Add about 20 methods in storage interface and InMemoryStorage. (#7)

    For developers

    • ๐Ÿ‘Œ Improve test coverages.
    • ๐Ÿ›  Fix all golint errors.

  • v0.0.1 Changes

    July 26, 2019

    ส•โ—”ฯ–โ—”ส” Initial release ๐ŸŽ‰

    • Design components of goptuna
      • Study: optimization based on an objective function
      • Trial: a single execution of the objective function
      • Storage: store the result of each trials
      • Distribution: a representation of the parameter search space
    • Sampler
      • Tree of Parzen Estimators (TPE)
      • Random Search
    • Distribution
      • UniformDistribution: a uniform distribution in the linear domain
      • IntUniformDistribution: a uniform distribution on integers
    • โž• Add original notification system of finished trials.
    • โž• Add examples