plexus.scores.core.ScoreMLFlow module

class plexus.scores.core.ScoreMLFlow.ScoreMLFlow

Bases: object

log_evaluation_metrics(metrics)

Log evaluation metrics to MLflow.

Parameters

metricsdict: Dictionary containing evaluation metrics.

log_stored_parameters(): Log the stored parameters to MLflow.

record_configuration(configuration)

Record the provided configuration dictionary as a JSON file in the appropriate report folder for this model.

Parameters

configurationdict: Dictionary containing the configuration to be recorded.

Notes

The configuration JSON file can be useful as an artifact for logging in MLFlow.

start_mlflow_experiment_run(): Start an MLflow experiment run and log common parameters.