Support new auto tuning
Open
feature request
- Dominant language
- Scala
- Stars
- 301
- Forks
- 129
- PR merge metrics
- No merged PRs in 30d
Description
It looks like there's a nice Python API for "Automatic Model Tuning": https://aws.amazon.com/blogs/aws/sagemaker-automatic-model-tuning/. Would something like `HyperparameterTuner` be added to this Scala Spark library?
Contributor guide
Research direction
Start with the linked AWS Automatic Model Tuning API and compare its Python HyperparameterTuner concept with the Scala Spark library. The issue names no files or tests, so first determine the affected public API and required behavior; done would require an agreed scope plus corresponding implementation and validation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, scala, spark
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100