Comments (3)
Bronzila
commented on June 26, 2024
Hey,
thanks for the issue! :)
Yes this is most certainly due to us not reseeding the ConfigurationSpace, however do you think this is our job to do or shouldn't the user seed the ConfigurationSpace before passing it in? Just wondering how other libraries handle this.
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eddiebergman
commented on June 26, 2024
Most people don't know that they need to seed the space and I imagine they would expect if they pass a seed to DEHB then it should reproduce. Otherwise, the seed passed to DEHB has no meaning, (unless you happened to know you should also do this other thing).
Every library I've worked on that uses ConfigSpace sets the seed themselves on it for this reason.
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Bronzila
commented on June 26, 2024
That makes sense. Thanks for the PR, I will aim to review it by the end of the week! :)
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Related Issues (20)
- Improve doc strings and add type annotations HOT 2
- Handling min_budget = max_budget situation HOT 4
- Continuously develop unit tests
- Keep active brackets in a dictionary HOT 1
- Implement ask-and-tell interface for DEHB HOT 1
- Use of deprecated np.int in dimension type checking HOT 3
- [Bug] `isinstance(self, Client)` will never be `True` HOT 6
- Configuration and budgets in each brackets HOT 6
- Using Dask ```Client``` as context manager
- No support for Constant type in vector_to_configspace() and configspace_to_vector() HOT 3
- Update CHANGELOG with the historic releases
- Updating and populating the documentation
- Implement versioning for documentation HOT 1
- Introduce IDs for evaluated configurations HOT 2
- Continuing configuration evolution when run budget is exhausted. HOT 2
- Implement parallel DE
- Is there any way to hide non-critical logs to stdout? HOT 8
- ERROR - Failed to communicate with scheduler during heartbeat. followed by TimeoutError: No valid workers found HOT 2
- Test backward compatibility with NumPy2.0 HOT 3
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