Gael Varoquaux 7/16/2010

Simple object signatures

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The article discusses the 'signature' pattern for defining an object's parameter set, comparing its use in libraries like Traits, ORMs, and web frameworks. It details applications in typing, reactive programming, and specifically in scikit-learn for statistical model selection. The author explains a practical solution for extracting parameter names without complex type checking to simplify model instantiation.

Simple object signatures

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