mlops/README.md
2024-02-20 20:09:32 -08:00

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Markdown

Right now this is just a scratchpad. I'm converting my messy ML lab environment to something with better MLOps standards
Broadly, the goals are:
- Local dev environment that's as similar as possible to production
- A managed Jupyter Lab environment for experimentation
- Do something sensible with features and feature extraction
- A good mockup of an operationalized model
- CI/CD pipeline with local access to test/verification
## Requirements
- docker
- https://github.com/NVIDIA/nvidia-container-toolkit