v0.8.0

Highlights

Contour Plot Support by @RE-yura

optuna.visualization.plot_contour() function is ported to Optuna Dashboard. It enables us to show the parameter relationship.

List user attributes on TrialTable by @msakai

The trial’s user attributes are listed on the TrialTable.

What's Changed

• Fix pypi-publish action by @c-bata in #271
• Align graph history between optuna and optuna-dashboard by @keisuke-umezawa in #272
• Use Python 3.10 in Docker image by @c-bata in #273
• Align graph slice between optuna and optuna-dashboard by @keisuke-umezawa in #274
• Drop Python 3.6 support by @c-bata in #278
• Fix mypy failure by @c-bata in #279
• Run actions with Python 3.11 by @c-bata in #277
• Use ubuntu-20.04 for integration tests by @c-bata in #283
• Align pram importance graph between optuna and optuna-dashboard by @keisuke-umezawa in #275
• Set an empty string as API_ENDPOINT at jest.config.js. by @c-bata in #285
• Align parallel coordinate graph between optuna and optuna-dashboard by @keisuke-umezawa in #280
• List user attributes on TrialTable by @msakai in #284
• Remove RedisStorage by @c-bata in #290
• Bump loader-utils from 2.0.0 to 2.0.4 by @dependabot in #289
• Align intermediate values graph between optuna and optuna-dashboard by @keisuke-umezawa in #291
• Align pareto front graph between optuna and optuna-dashboard by @keisuke-umezawa in #282
• Fix a less comparator of param value by @c-bata in #286
• ✨ feat: Contour plot by @RE-yura in #287
• Remove console.log in contor plot component by @keisuke-umezawa in #294
• Add preference panel for contour plot by @keisuke-umezawa in #296
• Refactor PreferenceDialog to simplify StudyDetail. by @c-bata in #297
• Split ReloadIntervalSelect and TrialTable from StudyDetail.tsx by @c-bata in #298
• Use functools.lru_cache to cache os.path.exists call by @c-bata in #299
• Run npm audit fix by @c-bata in #300
• Update GIF animation for v0.8.0 release by @c-bata in #301
• Fix union_user_attrs property of _CachedExtraStudyProperty. by @c-bata in #302
• Make user_attrs non-filterable if the value is number by @c-bata in #303
• Remove inner trial user attr table by @c-bata in #304
• Update the version to 0.8.0 by @keisuke-umezawa in #305

New Contributors

• @msakai made their first contribution in #284
• @RE-yura made their first contribution in #287

Full Changelog: v0.7.3...v0.8.0