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Asynchronous Distributed Hyperparameter Optimization.

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**Is your feature request related to a problem? Please describe.** I'd like to be able to do something like `orion hunt -n {exp_name} --storage=runs/{exp_name}/db.pkl` inside a bash script, to get...

Would be nicer to return a `Trial` object, both for clarity and typing purposes. - What does TrialCM do? - Could the context manager portion simply be added to the...

```python from orion.client import create_experiment from orion.core.worker.trial import Trial def main(): experiment = create_experiment( name="foo", space={"x": "uniform(0,1)"}, storage={"type": "legacy", "database": {"type": "pickleddb", "host": "db.pkl"}}, ) while not experiment.is_done: trial: Trial...

bug

**Describe the bug** Can't install Orion with pip from python 3.12: ``` $ conda create -n temp python=3.12 $ conda activate temp $ pip install orion Collecting orion Using cached...

bug