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Last Updated: October 27, 2026
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Since somehow you found this video i assume that you have seen the term MLFoundations This video introduces what Topics discussed: - Why care about differentiation? - Different ways to differentiate? - Why I was introduced to the field of Scientific Machine Learning over 5 years ago and This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ... Prof. Orchard describes the theory behind An introduction to working with `torch.autograd` and performing backpropagation on a function with `.backward()`. In the final video of this lecture, we look at how to make the computer maintain a computation graph for us, so that all we have to ...
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