optuna / optuna

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Refactor `examples/multi_objective/botorch_simple.py`

example

#2245 opened Jan 20, 2021 by nzw0301 • Approved v2.5.0

Ensure uniform and loguniform distributions less than high boundary

optuna.integration optuna.samplers

#2243 opened Jan 20, 2021 by Crissman • Review required

[WIP] Automatically derive version number from SCM

installation needs-discussion

#2241 opened Jan 20, 2021 by hvy • Draft 1 of 2

Fix the wrong way to set `datetime_start` (clean)

optuna.storages optuna.study

#2236 opened Jan 19, 2021 by chenghuzi • Changes requested

Move `STORAGE_MODES` to `testing/storage.py`

optuna.testing test

#2231 opened Jan 19, 2021 by HideakiImamura • Approved

Refactor `examples/multi_objective/pytorch_simple.py`

example

#2230 opened Jan 19, 2021 by not522 • Approved

Remove version constraint for AllenNLP and run `allennlp_*.py` on GitHub Actions

installation

#2226 opened Jan 18, 2021 by himkt • Approved

Activate example CI on Python3.9

CI example

#2222 opened Jan 18, 2021 by crcrpar • Review required

Publish distributions to TestPyPI on each weekday

#2220 opened Jan 18, 2021 by HideakiImamura • Review required v2.5.0

[WIP] Support parallelizing a sequential algorithm TPE

feature optuna.samplers optuna.study optuna.trial

#2217 opened Jan 17, 2021 by tohmae • Draft

[WIP] Ask and Tell (`Study.ask` with restoration)

feature optuna.study

#2213 opened Jan 15, 2021 by hvy • Draft

Raise exceptions if constraints are missing in constrained NSGA-II

enhancement optuna.samplers

#2205 opened Jan 14, 2021 by toshihikoyanase • Approved

Add tests rdbstorage in github actions.

#2200 opened Jan 13, 2021 by keisuke-umezawa • Review required

Add heartbeat functionality using `threading`

feature optuna.storages

#2190 opened Jan 12, 2021 by HideakiImamura • Changes requested 3 of 3

Improve unit test of median pruner.

optuna.pruners test

#2171 opened Jan 5, 2021 by keisuke-umezawa • Approved

`PyTorchLightningPruningCallback` to warn when an evaluation metric does not exist

enhancement optuna.integration stale

#2157 opened Dec 27, 2020 by bigbird555 • Changes requested

Add interval to PercentilePruner.

optuna.integration optuna.pruners optuna.testing

#2154 opened Dec 26, 2020 by keisuke-umezawa • Review required

[Opinion Wanted] Set value and state to trial passed to `constraints_func` of `BotorchSampler`

enhancement optuna.integration stale

#2153 opened Dec 25, 2020 by toshihikoyanase • Review required

Provide a user-defined pruner example

example

#2140 opened Dec 22, 2020 by tktran • Review required

Make `create_trial`'s documentation and tests richer

document optuna.trial test

#2126 opened Dec 20, 2020 by crcrpar • Approved

[DO NOT MERGE] Check 20.04 is compatible with Optuna

CI stale

#2116 opened Dec 18, 2020 by crcrpar • Draft

[CircleCI] Cache tutorial artifacts for faster documentation build

#2095 opened Dec 11, 2020 by crcrpar • Approved

Added test and fix for relative sampling failure in multivariate TPE

bug optuna.samplers

#2055 opened Nov 30, 2020 by alexrobomind • Review required

[Needs #1903][DO NOT REVIEW] Integration module's partial support of Python3.9

stale

#2053 opened Nov 28, 2020 by crcrpar • Draft

Add Dask integration

optuna.integration

#2023 opened Nov 14, 2020 by jrbourbeau • Changes requested 1 of 2

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