v0.14.0

What's Changed

• Add standalone e2e tests by @keisuke-umezawa in #653
• Change the default sorting of study to descending by @nabenabe0928 in #659
• Fix ThreejsArtifactViewer camera settings by @hrntsm in #663
• Bump @babel/traverse from 7.20.5 to 7.23.2 by @dependabot in #662
• Update README to introduce Jupyter Lab extension by @c-bata in #664
• Improve accuracy of _one_side_trunc_norm_sampling by @not522 in #649
• Fix broken links to the human-in-the-loop optimization tutorial by @c-bata in #671
• Ordering trial by value should always de-prioritise undefined values by @adjeiv in #666
• Support intermediate value plots for constrained optimization by @nabenabe0928 in #676
• Add rank plot by @HideakiImamura in #656
• Add constraints handling for contour plot by @toshihikoyanase in #677
• Unify duplicated logic in plotSlice by @knshnb in #681
• Pin Python version to 3.11 as a hotfix by @toshihikoyanase in #686
• Support constraints in slice plot by @knshnb in #688
• Support constrained optimization for rank plot by @eukaryo in #689
• Replace example files with links by @toshihikoyanase in #684
• Bump axios from 1.2.1 to 1.6.0 by @dependabot in #694
• Support constrained optimization for timeline plot by @not522 in #678
• Add 3js artifact viewer to obj loader by @hrntsm in #669
• Fix audio artifact component by @contramundum53 in #697
• Make studyDetail page order consistent by @Alnusjaponica in #699
• Add E2E tests for preferential optimization by @HideakiImamura in #691
• Split DataGrid component into two components by @c-bata in #698
• Add unittests for tell_trial by @HideakiImamura in #701
• Add unit tests for save_trial_user_attrs by @toshihikoyanase in #702
• Add upload study artifact api by @gen740 in #674
• Introduce eqeqeq and fix some lines by @keisuke-umezawa in #695
• Add codecov badge by @keisuke-umezawa in #709
• Support numpy scalars in Trial.user_attrs by @toshihikoyanase in #706
• Fix randint ValueError in windows by @hrntsm in #711
• Add tests for save_trial_note by @nabenabe0928 in #707
• Add tests for proxy_study_artifact by @eukaryo in #712
• Remove delete artifact from done trial by @gen740 in #708
• Add tests for proxy_trial_artifact by @not522 in #714
• Fix a minor bug that upload_artifact api does not return the latest artifacts. by @c-bata in #713
• Filter DataGrid rows by multiple conditions by @c-bata in #700
• Ensure trial notes are transferred when renamed by @adjeiv in #703
• Use the same implementation of getAxisInfo for rank and contour plot by @keisuke-umezawa in #680
• Fix sort in rank plot by @not522 in #718
• Add test on upload_artifact API by @contramundum53 in #715
• [bug] Fix an error caused by infinity in trial.values by @nabenabe0928 in #724
• Prevent layout shift with intermediate values plot by @not522 in #726
• Bump the version up to v0.14.0 by @c-bata in #729

New Contributors

• @nabenabe0928 made their first contribution in #659
• @HideakiImamura made their first contribution in #656
• @toshihikoyanase made their first contribution in #677
• @eukaryo made their first contribution in #689

Full Changelog: v0.13.0...v0.14.0

v0.13.0

What's Changed

• Update errors.rst about warnings of Artifact functionalities. by @c-bata in #549
• Add directions in CompareStudies by @keisuke-umezawa in #539
• Add optuna_dashboard.preferential module by @c-bata in #546
• Revert PR 534 that introduces codecov. by @c-bata in #554
• Add .readthedocs.yml by @c-bata in #556
• Remove system_attrs attributes from API response by @c-bata in #550
• Support 3dmodel artifacts by @hrntsm in #552
• Add is_preferential property to the study detail api response by @c-bata in #558
• Clear in memory cache every after api calls in unit tests by @c-bata in #560
• Update JSON APIs to report preferences and get preferential best trials. by @moririn2528 in #559
• Uninstall types/react-router-dom by @c-bata in #561
• add is_preferential flag to StudySummary by @moririn2528 in #563
• add ignorefile for eslint by @moririn2528 in #566
• uniform internal error style by @moririn2528 in #567
• Only show legend with multiple studies in the history plot by @keisuke-umezawa in #568
• Add initial support for Preferential Optimization by @moririn2528 in #565
• Fix the bug while displaying study_user_attrs by @c-bata in #570
• Merge the implementation of GraphEdf and GraphEdfMultiStudies by @keisuke-umezawa in #478
• Store artifact meta in trial_system_attr by @Alnusjaponica in #564
• Fix the bug while renaming a study with maximize direction by @lucasmrdt in #571
• Add docstrings of preferential optimization functions by @c-bata in #555
• Add some improvements on SQLite3 WASM loader by @c-bata in #574
• Support external_param_value and union_user_attrs on optuna-dashboard-wasm. by @c-bata in #575
• Update README and docs for the VS Code extension by @c-bata in #579
• Fix the sort of user_attr values by @c-bata in #580
• Improve human feedback UI for Preferential Optimization by @moririn2528 in #572
• Fix lint errors on PR #551 by @c-bata in #583
• PreferentialGPSampler by @contramundum53 in #551
• Fix an example of preferential optimization by @c-bata in #585
• Introduce skip flag for preferential optimization by @moririn2528 in #581
• Deploy browser-only app to GitHub Pages by @c-bata in #582
• Change public path for GitHub pages by @c-bata in #588
• Update README and add ogp for optuna-dashboard-wasm by @c-bata in #589
• Add GIF animation on README by @c-bata in #592
• Add analytics page for preferential by @moririn2528 in #587
• Update .gitignore for preferential optimization examples by @c-bata in #593
• Introduce codecov settings by @keisuke-umezawa in #562
• Use a different test fixture for each test file in the e2e tests by @keisuke-umezawa in #569
• [preferential] Add PreferentialStudy.should_generate by @contramundum53 in #595
• [preferential] Add enqueue_trial to PreferentialStudy by @contramundum53 in #598
• add preference history by @moririn2528 in #584
• Support user-defined plotly figures by @c-bata in #600
• Bump the version up to v0.13.0b1 by @c-bata in #597
• Update python-coverage.yml by @keisuke-umezawa in #603
• [preferential] Change behavior of best_trials and remove mark_comparison_ready by @contramundum53 in #596
• Simplify an artifact viewer for 3D models. by @c-bata in #605
• Split Artifact-related React components. by @c-bata in #606
• [preferential] Implement EP for hyperparameter fitting by @contramundum53 in #591
• Minor fixes on human-in-the-loop tutorial by @c-bata in #610
• Add tutorial for preferential optimization by @c-bata in #607
• Update hitl tutorial for optuna.artifacts by @keisuke-umezawa in #612
• Add FUNDING.yml by @c-bata in #614
• Add Preference Graph by @moririn2528 in #601
• Add JSON API endpoints to remove and restore histories by @moririn2528 in #616
• update feedback screen so it does not work by undoing history by @moririn2528 in #617
• [PreferentialGPSampler] Support all-categorical cases by @contramundum53 in #618
• add preference feedback component api by @moririn2528 in #615
• Fix best trials in analytics when preference feedback mode by @moririn2528 in #619
• Add Setting Button to Feedback Screen by @moririn2528 in #594
• Add stale bot by @keisuke-umezawa in #621
• Update preferential optimization tutorial by @c-bata in #622
• remove/restore History by @moririn2528 in #608
• fit figure to node size on preference graph page by @moririn2528 in #624
• Add tests for samplers of preferential optimization by @not522 in #623
• Fix 3dm axis handling by @hrntsm in #631
• Add support for Optuna's study artifacts by @c-bata in #609
• Fix typo by @contramundum53 in #636
• Add contribution-welcome and good-first-issue for exempt-issue-labels by @keisuke-umezawa in #638
• Support for older versions of the schema by @YuigaWada in #639
• Video playback on ArtifactCardMedia by @YuigaWada in #642
• Implement log scale of parallel coordinate by @keisuke-umezawa in #627
• [PreferentialGPSampler] Do exhaustive evaluation of acquisition function when the search space is small enough by @contramundum53 in #634
• Implement log scale of contour plot by @keisuke-umezawa in #626
• Add experimental warnings on doc by @contramundum53 in #646
• [Preferential] Simplify EP implementation by @contramundum53 in #633
• Add PreferentialGPSampler document by @not522 in #645
• Bump postcss from 8.4.29 to 8.4.31 by @dependabot in #651
• Make PreferentialGPSampler the default for preferential optimization by @not522 in #647
• Add optional-dependencies for preferential optimization by @not522 in #652
• Add close icon to modals by @contramundum53 in #635
• Return Result from wasm_fanova_calculate by @ciffelia in #643
• Bump the version up to VS Code Extension 0.1.0 by @c-bata in #655
• Fix python-tests CI with Python 3.7 by @not522 in #657
• Bump the version up to v0.13.0 by @c-bata in #658

New Contributors

• @moririn2528 made their first contribution in #559
• @lucasmrdt made their first contribution in https://github.com/o...

v0.13.0b1

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

New Contributors

• @moririn2528 made their first contribution in #559
• @lucasmrdt made their first contribution in #571

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

v0.12.0

What's Changed

• Delete npm lint warnings and check it in CI by @keisuke-umezawa in #544
• Implement studies_order_by query params in studies list by @keisuke-umezawa in #543
• Introduce python coverage CI by @keisuke-umezawa in #534
• Support optuna's artifact metadata by @c-bata in #540
• Bump the version up to v0.12.0 by @c-bata in #547

Full Changelog: v0.11.0...v0.12.0

v0.11.0

What's Changed

• Migrate integration tests from pyppeteer to pytest-praywright by @keisuke-umezawa in #496
• Parameterize dummy storages in e2e test by @keisuke-umezawa in #512
• Add e2e test for analytics, trials, trials table and note page by @keisuke-umezawa in #502
• Add explanation of e2e tests in CONTRIBUTING.md by @keisuke-umezawa in #513
• Update hitl.rst to show optuna-dashboard command by @keisuke-umezawa in #515
• Add history graph use case in e2e tests by @keisuke-umezawa in #514
• Bump tough-cookie from 4.1.2 to 4.1.3 by @dependabot in #519
• Add slider to change the marker size by @c-bata in #517
• Calculate all elements of timeline plot and set xasis and yaxis to show latest elements by @keisuke-umezawa in #518
• Bump word-wrap from 1.2.3 to 1.2.4 by @dependabot in #520
• Enable OIDC publishing for PyPI by @c-bata in #522
• Bump word-wrap from 1.2.3 to 1.2.4 in /vscode by @dependabot in #521
• Add streamlit helper by @cross32768 in #510
• Fix bug where the include pruned trials label has inverted behaviour to expected by @adjeiv in #523
• Remove 'x' is defined but never used warnings by @keisuke-umezawa in #527
• Add constraints for pareto front by @hrntsm in #525
• Use self.assertEqual in tests by @Alnusjaponica in #528
• Remove unused ignore by @Alnusjaponica in #530
• Add streamlit to doc by @cross32768 in #526
• Fix typo by @Alnusjaponica in #532
• Improve sentence by @Alnusjaponica in #533
• Add an example for streamlit plugin by @c-bata in #524
• Add constraints for history plot by @hrntsm in #529
• Fix label of streamlit example by @c-bata in #536
• Update infeasible dark mode color to improve visibility by @hrntsm in #535
• Fix vscode eslintrc to remove semi warnings by @keisuke-umezawa in #537
• Merge the implementation of GraphHistory and GraphHistoryMultiStudies by @keisuke-umezawa in #516
• Bump the version up to v0.11.0 by @c-bata in #541

New Contributors

• @cross32768 made their first contribution in #510
• @adjeiv made their first contribution in #523

Full Changelog: v0.10.3...v0.11.0

v0.10.3

What's Changed

• Add settings for playwright-pytest by @keisuke-umezawa in #484
• Fix check for single-objective study by @contramundum53 in #506
• Remove Vite from the dependency by @c-bata in #507
• Bump the version up to v0.10.3 by @c-bata in #508

New Contributors

• @contramundum53 made their first contribution in #506

Full Changelog: v0.10.2...v0.10.3

v0.10.2

What's Changed

• Fix a bug that boto3.upload_fileobj may close the file by @c-bata in #498
• Bump the version up to v0.10.2 by @c-bata in #499

Full Changelog: v0.10.1...v0.10.2

v0.10.1

What's Changed

• Simplify _app.py by separating some storage related logic. by @c-bata in #477
• Add type ignore comment for JSONSerializable by @c-bata in #480
• Reduce the number of memory allocation on artifact backend. by @c-bata in #481
• Add ArtifactNotFound exception by @c-bata in #482
• Bump the version up to v0.10.1b1 by @c-bata in #483
• Revert SupportsRead and use BinaryIO again by @c-bata in #489
• Bump the version up to v0.10.1b2 by @c-bata in #490
• Fix caption in docs by @Alnusjaponica in #491
• Use pytest as a test runner by @c-bata in #492
• Add exponential backoff middleware for ArtifactBackend by @c-bata in #493
• Add AppendPrefix middleware for ArtifactBackend by @c-bata in #494
• Bump the version up to v0.10.1 by @c-bata in #495

Full Changelog: v0.10.0...v0.10.1

v0.10.1b2

What's Changed

• Revert SupportsRead and use BinaryIO again by @c-bata in #489
• Bump the version up to v0.10.1b2 by @c-bata in #490

Full Changelog: v0.10.1b1...v0.10.1b2

v0.10.1b1

What's Changed

• Simplify _app.py by separating some storage related logic. by @c-bata in #477
• Add type ignore comment for JSONSerializable by @c-bata in #480
• Reduce the number of memory allocation on artifact backend. by @c-bata in #481
• Add ArtifactNotFound exception by @c-bata in #482
• Bump the version up to v0.10.1b1 by @c-bata in #483

Full Changelog: v0.10.0...v0.10.1b1