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Asynchronous Distributed Hyperparameter Optimization.

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We should list here frequent questions and eventually add a FAQ in the documentation - FailedUpdate followed by RuntimeError ```RuntimeError: Reservation for trial {trial.id} has been lost.``` This is likely...

good first issue
documentation

New storage backend

# Description Fix failing frontend tests, last example here: https://github.com/Epistimio/orion/actions/runs/7137478292/job/19437604432 # Changes - Use latest version of `selenium` - Update tests to correctly set Firefox browser to headless mode with...

**Describe the bug** I am runnig orion with the hydra plugin, and when I use a nested param of the config for the fidelity space for BOHB, e.g. `hydra.sweeper.params.model.trainer.max_epochs: "fidelity(low=1,...

bug

Auto-generated by [create-pull-request][1] [1]: https://github.com/peter-evans/create-pull-request

automated pr

There's a type in the citation on readthedocs, which means I can't copy and paste the citation into my reference manager (Zotero). Specifically, there's a missing end curly brace in...

bug

Add new analysis method for symbolic explanation, coming from https://openreview.net/forum?id=JQwAc91sg_x This is still work in progress. Need to validate how sensitive the method is to the choice of population size,...

Now that dictionaries are ordered by insertion order, sorting lexicographically is not necessary to ensure consistency. Fixes #1103 ## Tests - [ ] I added corresponding tests for bug fixes...