zhongwei/gh-jeremylongshore-claude-code-plugins-plus-plugins-ai-ml-experiment-tracking-setup
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Zhongwei Li
2025-11-29 18:51:17 +08:00
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skills/experiment-tracking-setup/scripts/README.md Normal file
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# 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).