Issues

• Proposal: Add NSGA-II and NSGA-III Samplers

  c-bata/goptuna#260 · opened on Jul 7, 2026
  1

• Diff between goptuna Sobol sequence and scipy.stats.qmc.Sobol

  c-bata/goptuna#234 · opened on May 6, 2022

• Bayesian Optimization over Rest API

  c-bata/goptuna#233 · opened on May 5, 2022

• Group decomposed search space

  c-bata/goptuna#226 · opened on May 14, 2021

• Multivariate TPE

  c-bata/goptuna#156 · opened on Sep 28, 2020

• Support OrdinalChoicesDistribution for Kubeflow/Katib.

  c-bata/goptuna#153 · opened on Aug 8, 2020
  4

• Use actions/cache for benchmark results of Optuna samplers

  c-bata/goptuna#147 · opened on Jul 31, 2020

• Add benchmark problems for pruning algorithms.

  c-bata/goptuna#143 · opened on Jul 28, 2020

• Support multiple studies at InMemoryStorage and BlackholeStorage

  c-bata/goptuna#128 · opened on May 12, 2020

• Porting the patch of Optuna's TPE sampler.

  c-bata/goptuna#125 · opened on Apr 21, 2020

• Hyperparamerter importance of fAONVA.

  c-bata/goptuna#97 · opened on Apr 9, 2020

• Gaussian process surrogate models for the CMA-ES

  c-bata/goptuna#91 · opened on Mar 12, 2020
  2

• Adversarially Robust Optimization with Gaussian Processes

  c-bata/goptuna#90 · opened on Mar 12, 2020
  1

• Pruner based on BO-BOS

  c-bata/goptuna#81 · opened on Feb 19, 2020