Lecture Notes Collection

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🔮Psychic

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“A curated list of awesome mathematics resources”

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⚡Thunder

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“MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville”

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“Bug-tracking for Jeff's algorithms book, notes, etc.”

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🔥Fire

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“Lecture notes, projects and other materials for Course 'CS219 Advanced Programming' at Southern University of Science and Technology.”

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🔥Flame

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“Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)”

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🔥Fire

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“훌륭한 Swift 세션 동영상(강좌), 한글 자막있는 혹은 한국어 강의 정보 링크 모음 (Awesome Swift Korean lecture information)”

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“Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University”

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“Digital Signal Processing - Theory and Computational Examples”

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“Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich”

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🔥Fire

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“Learn to use WebGPU for native graphic applications in C++”

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“Category theory in the context of (functional) programming”

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🔥Flame

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“:book: [译] fast.ai 机器学习和深度学习中文笔记”

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💎Aqua

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“📚 A place for all lecture scripts, projects etc. for the "C++ for yourself" course”

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🔥Flame

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“18.S096 - Applications of Scientific Machine Learning”

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💧Water

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“:book: 台湾大学林轩田机器学习笔记”

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“Commented LaTeX templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols”

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“Lecture notes on univalent foundations of mathematics with Agda”

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“Notes and cheatsheets from NUS modules taken as part of the Computer Science curriculum.”