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Goptuna v0.7.1 Release Notes

Release Date: 2020-10-28 // over 2 years ago

  • 🆕 New features

    Dashboard: filtering trials by state

    You can now walk through trials by filtering and sorting.

    optuna-trial-table

    Dashboard: Add button to delete a study

    You can delete a study from dashboard.

    optuna-create-delete-study


Previous changes from v0.7.0

  • 🆕 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 --versiongoptuna 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)