机器学习工程为什么要用YAML，而不是notebooks

Notebooks were designed for experimentation

Why we use YAML for production machine learning

1. Your pipeline should be reproducible

2. Collaborating on your pipeline should be easy

3. All code in your pipeline should be testable

Production machine learning is an engineering discipline

链接地址：https://towardsdatascience.com/why-we-do-machine-learning-engineering-with-yaml-not-notebooks-a2a97f5e04f8