papermill
PulseAugur coverage of papermill — every cluster mentioning papermill across labs, papers, and developer communities, ranked by signal.
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Eugene Yan shares data science project success strategies: planning, execution, and communication
Eugene Yan outlines best practices for executing data science projects, emphasizing the importance of a clear plan and effective communication. He suggests starting with a literature review to build upon existing resear…
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Eugene Yan details workflow for simpler ML experimentation with Jupyter, Papermill, and MLflow
Eugene Yan's article details a streamlined workflow for machine learning experimentation using Jupyter, Papermill, and MLflow. This approach avoids notebook duplication and manual tracking by parameterizing notebooks wi…
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Eugene Yan and Practical AI discuss testing ML systems and code
Eugene Yan's article details a comprehensive approach to testing machine learning systems, differentiating between traditional software tests and ML-specific tests. ML tests are further categorized into pre-train tests …