Eugene Yan • 6/12/2022

Design Patterns in Machine Learning Code and Systems

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This technical article discusses how software design patterns, particularly the Factory pattern, are applied in machine learning systems to structure code and simplify complex object creation. It provides concrete examples using PyTorch's Dataset, Gensim's TextCorpus, and Hugging Face's Dataset library to illustrate how these patterns create shared vocabulary and improve ML code design.

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#Python #Machine Learning #design patterns
Design Patterns in Machine Learning Code and Systems

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