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Schedule nightly build of model #12

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2 of 3 tasks
Tracked by #175
jo-elimu opened this issue Aug 9, 2024 · 0 comments · Fixed by #16
Closed
2 of 3 tasks
Tracked by #175

Schedule nightly build of model #12

jo-elimu opened this issue Aug 9, 2024 · 0 comments · Fixed by #16
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mlops Automate and simplify machine learning workflows and deployments

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@jo-elimu
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jo-elimu commented Aug 9, 2024

Since the training datasets change (and improve) over time, we want to automate the process of building the machine learning model.

Configure a GitHub workflow scheduled to run once per night, which does the following:

  • Download the newest version of the training datasets, and commit the changes (if any)
  • Train the model, and commit the changes in prediction scores (if any)
  • Assign a version number to the saved model, and prepare a release so that other applications can import and use the updated model.
@jo-elimu jo-elimu added the mlops Automate and simplify machine learning workflows and deployments label Aug 9, 2024
@jo-elimu jo-elimu self-assigned this Aug 19, 2024
jo-elimu added a commit that referenced this issue Aug 19, 2024
@jo-elimu jo-elimu linked a pull request Aug 19, 2024 that will close this issue
jo-elimu added a commit that referenced this issue Aug 19, 2024
jo-elimu added a commit that referenced this issue Aug 19, 2024
jo-elimu added a commit that referenced this issue Aug 19, 2024
jo-elimu added a commit that referenced this issue Aug 19, 2024
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