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Issues: optuna/optuna

Support Python 3.11
#3964 opened Sep 6, 2022 by not522
Open 16
Documentation warnings with Sphinx nitpicky
#4213 opened Nov 30, 2022 by hvy
Open 5
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99 Open 1,282 Closed
99 Open 1,282 Closed
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Issues list

Support PyTorch Lightning >= 2.0.0 contribution-welcome Issue that welcomes contribution. optuna.integration Related to the `optuna.integration` submodule. This is automatically labeled by github-actions. test Unit test.
#4524 opened Mar 16, 2023 by Alnusjaponica
Use __future__.annotations everywhere in the Optuna code base code-fix Change that does not change the behavior, such as code refactoring. contribution-welcome Issue that welcomes contribution. good first issue Good first issue for contribution.
#4508 opened Mar 10, 2023 by HideakiImamura 100+
9
Add tutorial for JournalFileStorage contribution-welcome Issue that welcomes contribution. document Documentation related.
#4502 opened Mar 9, 2023 by contramundum53
Support PyTorch 1.13 contribution-welcome Issue that welcomes contribution. feature Change that does not break compatibility, but affects the public interfaces.
#4501 opened Mar 9, 2023 by HideakiImamura
3 tasks
1
2
Enhance speed benchmark code-fix Change that does not change the behavior, such as code refactoring. contribution-welcome Issue that welcomes contribution.
#4500 opened Mar 9, 2023 by contramundum53
2 tasks
Fix PytorchLightningPruningCallback for pytorch_lightning>=1.8.0 code-fix Change that does not change the behavior, such as code refactoring.
#4499 opened Mar 8, 2023 by wbeardall
4
Allow optuna to know relationships between variables. feature Change that does not break compatibility, but affects the public interfaces.
#4486 opened Mar 5, 2023 by qzyu999
1
Journal storage: possible duplicate CREATE_STUDY entry bug Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#4485 opened Mar 3, 2023 by davidmurray
Isolation of optuna integration modules.
#4484 opened Mar 3, 2023 by gen740
Code assumes datetime.now is monotonic bug Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#4460 opened Feb 22, 2023 by gspr
4
Some tests assume that datetime.now is monotonic bug Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#4455 opened Feb 21, 2023 by gspr
25
Spurious test failures related to timestamp ordering on s390x bug Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#4453 opened Feb 21, 2023 by gspr
1
6
Add a new index to the trials table feature Change that does not break compatibility, but affects the public interfaces.
#4444 opened Feb 20, 2023 by Ilevk
1
Plot the hyperparameter importances for each objective value on a single bar chart. contribution-welcome Issue that welcomes contribution. feature Change that does not break compatibility, but affects the public interfaces.
#4437 opened Feb 17, 2023 by c-bata
The random seed fixing doesn't work in a proper way when n_jobs > 1 document Documentation related.
#4412 opened Feb 9, 2023 by MSA8D8
1
[RFC] Introduce automatic terminator for hyperparameter optimization (Optuna Terminator 🤖) feature Change that does not break compatibility, but affects the public interfaces.
#4398 opened Feb 7, 2023 by g-votte
1
missing tags argument in start_run(run_id=None, experiment_id=None, run_name=None, nested=False) under mlflow/tracking/fluent.py bug Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#4389 opened Feb 2, 2023 by tzeppe
1
Do we need overload methods in docs? document Documentation related.
#4380 opened Jan 31, 2023 by nzw0301
Cross validation trial.report? feature Change that does not break compatibility, but affects the public interfaces.
#4373 opened Jan 30, 2023 by dyhan316
5
Fix mypy errors when using SQLAlchemy v2.0.0. code-fix Change that does not change the behavior, such as code refactoring.
#4365 opened Jan 27, 2023 by c-bata
4
Enrich CLI documentation document Documentation related.
#4354 opened Jan 20, 2023 by cross32768
Allow using the original scientific functions from SciPy feature Change that does not break compatibility, but affects the public interfaces.
#4351 opened Jan 18, 2023 by Yura52
1
Combinatorial Optimization feature Change that does not break compatibility, but affects the public interfaces.
#4350 opened Jan 18, 2023 by deadsoul44
3
Allow the storage of any arbitary objects returned from tuning function feature Change that does not break compatibility, but affects the public interfaces.
#4324 opened Jan 12, 2023 by AnotherSamWilson
2
Refer OPTUNA_STORAGE environment variable in non-CLI functions feature Change that does not break compatibility, but affects the public interfaces. needs-discussion Issue/PR which needs discussion.
#4317 opened Jan 11, 2023 by g-votte
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