aws / aws/amazon-sagemaker-examples
HPO examples with Ray
Open
- Dominant language
- Jupyter Notebook
- Stars
- 11k
- Forks
- 7k
- Avg merge
- 8h 29m
- Merged PRs (30d)
- 8
Description
My customer (Vanguard) is trying to use HPO with Ray and we don't have examples on out to do so efficiently using Ray internal HPO (with population-based learning), which is not easy to do. Could you please create an example?
Contributor guide
Research direction
No file, test, or entry point is named. Start by reviewing the repository's existing SageMaker example notebooks and the requested Ray-based HPO workflow; done means a new example demonstrates efficient population-based learning with Ray.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, jupyter-notebook
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100