2024-02-20 19:49:27 -08:00
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Right now this is just a scratchpad. I'm converting my messy ML lab environment to something with better MLOps standards
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2024-02-20 20:09:32 -08:00
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Broadly, the goals are:
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- Local dev environment that's as similar as possible to production
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- A managed Jupyter Lab environment for experimentation
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- Do something sensible with features and feature extraction
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- A good mockup of an operationalized model
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- CI/CD pipeline with local access to test/verification
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2024-02-20 19:49:27 -08:00
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## Requirements
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- docker
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- https://github.com/NVIDIA/nvidia-container-toolkit
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