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Thank you welcome to the real world so my name is Dan Zeng today I'll be presenting demystifying According to Max Haughton, the calculation of gradients is a way to understand the universe. For the entire history of computing, ... Scientific computing is increasingly incorporating the advancements in machine learning and the ability to work with large ... Yet another example from my demonstrative project on In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course.

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A Simple Differentiable Programming Language
Differentiable Programming in C++ - Vassil Vassilev & William Moses - CppCon 2021
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2022 LLVM Dev Mtg: LAGrad: Leveraging the MLIR Ecosystem for Efficient Differentiable Programming
Demystifying Differentiable Programming - Shift/Reset the Penultimate Backpropagator
DConf Online '22 - Differentiable Programming in D
Models as Code: Differentiable Programming with Zygote
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Differentiable Programming Part 1: Reverse-Mode AD Implementation

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Last Updated: June 10, 2026

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