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Automatic Differentiation
Lightning Talk: Sophia Gold on An Intellectual History of Automatic Differentiation
Automatic Differentiation: Differentiate (almost) any function
Lecture 8 Part 2: Automatic Differentiation on Computational Graphs
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Last Updated: September 27, 2026
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Summary: Unlock the power of `JAX This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ... Meetup: bit.ly/2uT9yC2 Slides: bit.ly/2hi3Lmn Audio: bit.ly/2vnKGWd ... Note that there is a new version of this video available here youtu.be/9H-o8wESCxI ERRATA: - In slide 87, we use ... Lecture on Computational Finance 2 / Applied Mathematical Finance and its Object Oriented Implementation. Session 02: ... An introduction to working with `torch.autograd` and performing backpropagation on a function with `.backward()`. Lecture 4 of the online course Deep Learning Systems: Algorithms and Implementation. This lecture introduces An invited talk for PEPM 2018. Abstract & slides: github.com/conal/talk-2018-essence-of- MIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023 Instructors: Alan Edelman, Steven G. Johnson View ...
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