geneticpy / geneticpy/geneticpy
Add default tunable models
Open
enhancement
- Dominant language
- Python
- Stars
- 10
- Forks
- 1
- PR merge metrics
- No merged PRs in 30d
Description
Create a GeneticLGBMClassifier, GeneticLGBMRegressor, GeneticXGBClassifier, etc. that creates a logical param space and automatically tunes the hyperparameters upon fitting.
Contributor guide
No contributing guide indexed for this repository
Research direction
No files, tests, or entry points are identified in the issue, so first determine where existing classifier and regressor APIs and parameter-space definitions live. Clarify which model variants are required and what constitutes a logical parameter space; done means the named tunable models automatically optimize their hyperparameters when fitting.
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