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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

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