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Working Groups/Zen of ML: Difference between revisions
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We draw inspiration from the Zen of Python, which can be accessed from any python shell with import this. Similarly, we would like to see the Zen of ML included as an import statement in scikit-learn, the entry point to machine learning for many people. | We draw inspiration from the Zen of Python, which can be accessed from any python shell with import this. Similarly, we would like to see the Zen of ML included as an import statement in scikit-learn, the entry point to machine learning for many people. | ||
''The Zen of ML should:'' | ''The Zen of ML should:''<br /> | ||
1. Focus on decision making and identify decisions that arise in building and maintaining machine learning pipelines (from data collection to evaluation)<br /> | 1. Focus on decision making and identify decisions that arise in building and maintaining machine learning pipelines (from data collection to evaluation)<br /> | ||
2. Be a useful starting point for beginner pedagogy (both self-learning and teaching)<br /> | 2. Be a useful starting point for beginner pedagogy (both self-learning and teaching)<br /> | ||