Shypd.aiThe largest open index of AI toolsopenmlsys-zh is an open-source textbook that explains the design and implementation of modern machine learning systems. It covers the complete technical stack from programming interfaces to distributed training, with a focus on practical experience.
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openmlsys-zh is the Chinese version of the open-source textbook "Machine Learning Systems: Design and Implementation." This comprehensive resource delves into the core principles and practical implementation experiences of modern machine learning systems. It covers a wide array of topics, including programming interfaces, computation graphs, compilers, and distributed training. The book is designed to be valuable for students looking to deepen their understanding of ML systems, researchers developing custom operators or large models, and engineers responsible for ML infrastructure and performance tuning. The project is hosted on GitHub and provides detailed guidance for building and contributing to the content.
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