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Automatic Differentiation Courses

PyTorch Tutorial for Deep Learning
GERAD Research Center via YouTube
Supercharging Programming Through Compiler Technology
Inside Livermore Lab via YouTube
Physics Informed Machine Learning through Symbolic Regression
Inside Livermore Lab via YouTube
Scientific Uses of Automatic Differentiation - DDPS
Inside Livermore Lab via YouTube
Deep Dive in Nx Backends - Lecture 1
Code Sync via YouTube
Probabilistic Programming with Programmable Variational Inference
ACM SIGPLAN via YouTube
Fast Deep Learning with Categories
ACM SIGPLAN via YouTube
Automatic Differentiation for Sparse Tensors
ACM SIGPLAN via YouTube
Efficient CHAD - Optimizing Combinatory Homomorphic Automatic Differentiation
ACM SIGPLAN via YouTube
Abstract Interpretation for Automatic Differentiation
ACM SIGPLAN via YouTube
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