Add Option to Adjust Hyperparams via Env Vars
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 160
- Forks
- 31
- PR merge metrics
- No merged PRs in 30d
Description
It would be nice for use in Kubernetes, OpenShift, and other cloud-based environments if the user had the option of setting hyperparameters via env vars rather than having to create and mount a ConfigMap for the yaml file, alter the image, or create a custom entrypoint script.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by tracing how the YAML configuration is loaded and how hyperparameters enter the Python application. Check the Kubernetes and OpenShift deployment context before deciding how environment values should relate to the existing configuration path. Done means users can set hyperparameters through environment variables without mounting a ConfigMap, altering the image, or creating a custom entrypoint script.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- kubernetes, python
- Domain
- cloud, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100