Automatic Differentiation System Design And Implementation


Unique: Provides end-to-end implementation walkthrough of AD systems with explicit handling of both forward and reverse modes, computational graph construction patterns, and memory optimization techniques typically hidden in production frameworks

vs others: More rigorous than framework documentation (PyTorch, TensorFlow) by exposing the complete AD architecture and implementation choices rather than treating it as a black box