Possibility to distuingish exploration and exploitation
Open
feature request
- Dominant language
- Python
- Stars
- 167
- Forks
- 53
- PR merge metrics
- No merged PRs in 30d
Description
Currently choosers can not return what they belief where the best configuration is. This is problematic for e.g. EntropySearch as belief and what's to be evaluated differ. It would be nice if one could transmit the belief as well.
Contributor guide
No contributing guide indexed for this repository
Research direction
No file or test is named, and the repository is discontinued. Start by locating the chooser interface and the SMAC, spearmint, and hyperopt integrations, then trace how the configuration to evaluate is returned. Done means the interface can distinguish the believed best configuration from the configuration selected for evaluation, including the EntropySearch case.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100