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mi-person-legacy
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Automate our workflow
#15
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tatchiwiggers
opened
1 year ago
tatchiwiggers
commented
1 year ago
Add model tracking:
[ ] Add parameters
[x] Add metrics
[ ] Store model
[x] Make a prediction with the stored model (with a model version)
Formalize the manual tasks to handle one model cycle:
[x] Create the task functions + plug into existing package entry points
[ ] Retrieve fresh data
[x] Evaluate past model performance
[ ] Train model
[x] Put model in production
Formalize model workflow:
[ ] Create workflow by adding annotations
[ ] Run workflow locally
[ ] Deploy workflow to production