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GSTT-CSC / project-template

Template for new projects
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should not allow run_project with modified files #12

Closed hshuaib90 closed 3 years ago

hshuaib90 commented 3 years ago

A user can currently modify files and run a experiement without git committing. This means that the git commit ID is meaningless as it does not reflect the condition of the files when the experiment is run.

The run_project should check for any files that have been modified but not committed and should not let the user run a training run until they've committed modified files.

laurencejackson commented 3 years ago

This issue should be moved to MLOps. We can add a method to the Experiment class to catch this.