course-ds-base
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Task 6.1 - Experimenting Workflow
Branch: step-9-experimenting-workflow
Tasks: Experiment 1
- [ ] run a new experiment with updated parameter:
dvc exp run -S train.cv=2 - [ ] show metrics with CLI:
dvc exp show - [ ] apply to the current branch / commit & push to remote /
dvc exp apply <exp>
git add . & git commit -m "Experiment 1: train.cv=2"
Experiment 2
- [ ] run a new experiment
dvc exp run -S train.estimator_name=svm - [ ] create a branch / commit / push to remote / check updates in Studio
dvc exp branch <exp> experiment-2git add . & git commit -m "Experiment 2: SVM"git push origin experiment-2 - [ ] merge to step-9-experimenting / check updates in Studio