iterative / dvc

🦉 Data Versioning and ML Experiments
https://dvc.org
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Add tags to DVC experiments #10165

Open legendof-selda opened 11 months ago

legendof-selda commented 11 months ago

with dvc experiments, allow the option to add tags to it so that we can easily group/filter them easily!

  1. Creating an experiment dvc exp run --name "name" --tag "tag1","tag2".
  2. For existing experiments dvc exp tag --name "name" --tag "tag3","tag4"
  3. To remove tags dvc exp tag --name "name --tag "tag4" --untag
  4. For filtering dvc exp list --tag "tag1","tag2", dvc exp list --not-tag "tag1","tag2"

This makes it very easy to use. Would be very useful especially when we need to clean up the experiments.

lefos99 commented 1 month ago

I really like the idea of

2.For existing experiments dvc exp tag --name "name" --tag "tag3","tag4"

Because in my team, we use tags/releases to persist our models.