v0.13.0b1

[c-bata]

Highlights

Support user-defined Plotly objects

import optuna
from optuna_dashboard import save_plotly_graph_object

def objective(trial):
    x = trial.suggest_float("x", -100, 100)
    y = trial.suggest_categorical("y", [-1, 0, 1])
    return x**2 + y

study = optuna.create_study()
study.optimize(objective, n_trials=100)
figure = optuna.visualization.plot_optimization_history(study)
save_plotly_graph_object(study, figure)

What's Changed

• Update errors.rst about warnings of Artifact functionalities. by @c-bata in Update errors.rst about warnings of Artifact functionalities. #549
• Add directions in CompareStudies by @keisuke-umezawa in Add directions in CompareStudies #539
• Add optuna_dashboard.preferential module by @c-bata in Add optuna_dashboard.preferential module #546
• Revert PR 534 that introduces codecov. by @c-bata in Revert PR 534 that introduces codecov. #554
• Add .readthedocs.yml by @c-bata in Add .readthedocs.yml #556
• Remove system_attrs attributes from API response by @c-bata in Remove system_attrs attributes from API response #550
• Support 3dmodel artifacts by @hrntsm in Support 3dmodel artifacts #552
• Add is_preferential property to the study detail api response by @c-bata in Add is_preferential property to the study detail api response #558
• Clear in memory cache every after api calls in unit tests by @c-bata in Clear in memory cache every after api calls in unit tests #560
• Update JSON APIs to report preferences and get preferential best trials. by @moririn2528 in Update JSON APIs to report preferences and get preferential best trials. #559
• Uninstall types/react-router-dom by @c-bata in Uninstall types/react-router-dom #561
• add is_preferential flag to StudySummary by @moririn2528 in add is_preferential flag to StudySummary #563
• add ignorefile for eslint by @moririn2528 in add ignorefile for eslint #566
• uniform internal error style by @moririn2528 in uniform internal error style #567
• Only show legend with multiple studies in the history plot by @keisuke-umezawa in Only show legend with multiple studies in the history plot #568
• Add initial support for Preferential Optimization by @moririn2528 in Add initial support for Preferential Optimization #565
• Fix the bug while displaying study_user_attrs by @c-bata in Fix the bug while displaying study_user_attrs #570
• Merge the implementation of GraphEdf and GraphEdfMultiStudies by @keisuke-umezawa in Merge the implementation of GraphEdf and GraphEdfMultiStudies #478
• Store artifact meta in trial_system_attr by @Alnusjaponica in Store artifact meta in trial_system_attr #564
• Fix the bug while renaming a study with maximize direction by @lucasmrdt in Fix the bug while renaming a study with maximize direction #571
• Add docstrings of preferential optimization functions by @c-bata in Add docstrings of preferential optimization functions #555
• Add some improvements on SQLite3 WASM loader by @c-bata in Add some improvements on SQLite3 WASM loader #574
• Support external_param_value and union_user_attrs on optuna-dashboard-wasm. by @c-bata in Support external_param_value and union_user_attrs on optuna-dashboard-wasm. #575
• Update README and docs for the VS Code extension by @c-bata in Update README and docs for the VS Code extension #579
• Fix the sort of user_attr values by @c-bata in Fix the sort of user_attr values #580
• Improve human feedback UI for Preferential Optimization by @moririn2528 in Improve human feedback UI for Preferential Optimization #572
• Fix lint errors on PR PreferentialGPSampler #551 by @c-bata in Fix lint errors on PR #551 #583
• PreferentialGPSampler by @contramundum53 in PreferentialGPSampler #551
• Fix an example of preferential optimization by @c-bata in Fix an example of preferential optimization #585
• Introduce skip flag for preferential optimization by @moririn2528 in Introduce skip flag for preferential optimization #581
• Deploy browser-only app to GitHub Pages by @c-bata in Deploy browser-only app to GitHub Pages #582
• Change public path for GitHub pages by @c-bata in Change public path for GitHub pages #588
• Update README and add ogp for optuna-dashboard-wasm by @c-bata in Update README and add ogp for optuna-dashboard-wasm #589
• Add GIF animation on README by @c-bata in Add GIF animation on README #592
• Add analytics page for preferential by @moririn2528 in Add analytics page for preferential #587
• Update .gitignore for preferential optimization examples by @c-bata in Update .gitignore for preferential optimization examples #593
• Introduce codecov settings by @keisuke-umezawa in Introduce codecov settings #562
• Use a different test fixture for each test file in the e2e tests by @keisuke-umezawa in Use a different test fixture for each test file in the e2e tests #569
• [preferential] Add PreferentialStudy.should_generate by @contramundum53 in [preferential] Add PreferentialStudy.should_generate #595
• [preferential] Add enqueue_trial to PreferentialStudy by @contramundum53 in [preferential] Add enqueue_trial to PreferentialStudy #598
• add preference history by @moririn2528 in add preference history #584
• Support user-defined plotly figures by @c-bata in Support user-defined plotly figures #600
• Bump the version up to v0.13.0b1 by @c-bata in Bump the version up to v0.13.0b1 #597

New Contributors

• @moririn2528 made their first contribution in Update JSON APIs to report preferences and get preferential best trials. #559
• @lucasmrdt made their first contribution in Fix the bug while renaming a study with maximize direction #571

Full Changelog: v0.12.0...v0.13.0b1

---

This discussion was created from the release v0.13.0b1.