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v0.2.0

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@KrotosBenjamin KrotosBenjamin released this 31 Oct 15:43
· 24 commits to main since this release

What's Changed

  • Multi-GPU orchestration now auto-tunes max_in_flight based on the number
    of detected devices and keeps Dask clusters alive until every future is
    drained. This prevents premature shutdowns on longer studies and improves
    throughput on 4+ GPU systems.
  • Added cohort-wide helpers in :mod:genboostgpu.tuning, including
    :func:~genboostgpu.tuning.select_tuning_windows for stratified sampling
    and :func:~genboostgpu.tuning.global_tune_params for Optuna-backed ridge
    refits derived from sparsity targets.
  • Documentation now covers the reproducibility checklist, deterministic
    Optuna configuration, and richer tutorials linked from examples/ so new
    users can mirror the exact benchmarking pipelines.

Documentation Added

Full Changelog: v0.1.1...v0.2.0