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Documentation and implementations of the various forms of SVD's derivative in the context of AD
Deep Learning for humans
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
? A ranked list of awesome machine learning Python libraries. Updated weekly.
Convert Machine Learning Code Between Frameworks
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Trax — Deep Learning with Clear Code and Speed
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Book_3_《数学要素》 | 鸢尾花书:从加减乘除到机器学习;上架;欢迎继续纠错,纠错多的同学还会有赠书!