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@github-actions github-actions released this 21 Oct 17:18
· 259 commits to main since this release
v0.7.0
e8db5dc

New feature

Built-in Web Dashboard (#157)

goptuna-dashboard

You can download standalone binaries (JavaScript files are also embedded in these binaries) via GitHub release, then you can open Web dashboard like following command.

$ goptuna --version
goptuna version 0.7.0 (rev: e8db5dc)
$ goptuna dashboard --storage sqlite:///example.db --host 127.0.0.1 --port 8000

Goptuna's RDB storage backend is compatible with Optuna. So this CLI is able to visualize Optuna's optimization results.

Improvements

  • Faster TPE categorical sampling (#152)

Bug fixes

  • Fix log message of pruned trials (#150)
  • Calculate logLikeLihoodsAbove from samplesBelow (#151)
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