•4 min
Experimenting with Comet for ML Experiment Tracking
Track metrics, compare runs, and keep ML experiments organized.
Comet makes it easy to log metrics, hyperparameters, and artifacts from ML runs.
Why it helps:
- You get history and comparisons for free.
- Charts reveal regressions early.
- Collaboration is built-in.
Getting started:
- Install the SDK and set the API key.
- Log metrics inside your training loop.
- Attach artifacts (models, plots) for later analysis.
If your ML work has outgrown spreadsheets and ad-hoc notes, Comet adds just enough structure without getting in your way.