Shypd.aiThe largest open index of AI toolsML2021-Spring is an open-source educational repository providing course materials for National Taiwan University's Machine Learning 2021 Spring course. It includes code and slides for 15 homework assignments.
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ML2021-Spring is an official GitHub repository for the Machine Learning 2021 Spring course taught by Hung-Yi Lee at National Taiwan University. This resource offers comprehensive materials for students and self-learners, including code and slides for 15 distinct homework assignments. The assignments cover a wide range of machine learning topics, from fundamental concepts like Regression and Classification to advanced areas such as CNNs, Transformers, GANs, BERT, Autoencoders, Reinforcement Learning, and Meta Learning. The repository also provides links to the course website and lecture videos available on Hung-Yi Lee's YouTube channel, making it a valuable, self-contained learning package.
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