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Automatic Differentiation for Dummies Up until now we calculated the gradients "by hand" and coded them manually. This does not scale up to large networks / complex ... An invited talk for PEPM 2018. Abstract & slides: github.com/conal/talk-2018-essence-of-ad/blob/master/readme.md. This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ... Presentation of paper by Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, and Jeffrey Mark ... This project was inspired by Andrej Karpathy's micrograd lecture, which was one of the clearest explanations of backpropagation ...
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