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Machine Learning Theory · Awesome GitHub Repositories

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Awesome GitHub RepositoriesMachine Learning Theory

Theoretical frameworks and mathematical studies explaining the behavior and limitations of machine learning systems.

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  • d2l-ai/d2l-zh

    d2l-ai/d2l-zh

    75,708GitHubView on GitHub↗

    This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners

    Pythonbookchinesecomputer-vision

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  • Distribution ShiftsChanges in data distribution between training and inference.