Scripts

Bundled resources for experiment-tracking-setup skill

initialize_mlflow.py Automates MLflow initialization, including setting up the tracking URI and creating the experiment if it doesn't exist.
initialize_wandb.py Automates Weights & Biases initialization, including setting up the project and entity.
log_experiment_params.py A utility script to log experiment parameters to the chosen tracking system (MLflow or W&B).
log_experiment_metrics.py A utility script to log experiment metrics to the chosen tracking system (MLflow or W&B).
log_experiment_artifacts.py A utility script to log experiment artifacts (e.g., models, plots) to the chosen tracking system (MLflow or W&B).