Optimization Sensitivity in PyTorch - Reference Documentation - First- and Second-order Optimization

sensitivity_torch is a package designed to allow taking first- and second-order derivatives through optimization or any other fixed-point process.

Source code for this package is located here github.com/rdyro/sensitivity_torch

This package builds on top of PyTorch. We also maintain an implementation in JAX here.

---