Log Params, Metrics, and Artifacts
Capture hyperparameters, scores, and files per run.
Three Things to Log
Inside a run you capture three kinds of data: the parameters you chose, the metrics you measured, and the files you produced.
Log a Parameter
A parameter is an input you picked, like learning rate or tree depth. Log it once so you always know how a run was configured.
mlflow.log_param("learning_rate", 0.01)All lessons in this course
- Install MLflow and Start Tracking
- Log Params, Metrics, and Artifacts
- Compare Runs in the MLflow UI
- Autolog with One Line of Code