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RELEASES.md

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2024-12-16

  • Add PFL (Predicted Final Loss) Pruner and its documentation
    • Add PFL Pruner to optimize hyperparameter search
    • Update default optimization template with PFL Pruner configuration
    • Add Pruner documentation in README.md under Appendix section

2024-09-22

  • Early stop when loss becomes NaN
  • Fix a bug in load_best_model

2024-09-20

  • Add utils.select_project

2024-09-10

  • Support TPE.GridSampler
    • Add OptimizeConfig.grid_search_space
    • Modify OptimizeConfig._create_sampler
    • Caution: For GridSampler, all variables in search_space should be categorical