Add support for several other HPO tools
Open
feature request
- Dominant language
- Python
- Stars
- 104
- Forks
- 15
- PR merge metrics
- No merged PRs in 30d
Description
In order to maximize the potential users of DeepCave, we should aim to support more HPO tools. In particular, we should write converters for
- [ ] SyneTune
- [ ] BoTorch
- [ ] HEBO
- [ ] Ray Tune
- [x] Optuna
Contributor guide
No contributing guide indexed for this repository
Research direction
The issue names converters for SyneTune, BoTorch, HEBO, and Ray Tune, but provides no files, tests, or entry points. Start by locating the existing Optuna integration and determining the converter interface and test coverage; done means the listed tools are supported consistently and the relevant tests pass.
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
- 25/100