Automatic differentiation
6 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Exact derivativesGradient computationForward differentiationMemory-lean reverse AD
computational-algebra
- Symbolic differentiationstandalonestandardcomputational-algebra
numerical
- Numerical differentiationCentral difference quotientscanonnumerical
numerical-pde
- Automatic differentiationForward modecanonnumerical-pde
- Automatic differentiationReverse modecanonnumerical-pde
- Dual number arithmeticstandalonestandardnumerical-pde
- Checkpointing for adjointsRevolve schedulespecialistnumerical-pde