Hessian Python Packages

roboticstoolbox-python

Robotics Toolbox for Python

curvlinops-for-pytorch

PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)

hyperjet

Algorithmic differentiation with hyper-dual numbers in C++ and Python

yolozu

Framework-agnostic vision toolkit for training and evaluation

pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

hypergraph

Reversed mode second order automatic differentiation for python (WIP)

nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

hbw

Fast kernel bandwidth selection via analytic Hessian Newton optimization

pydubbo

用python调用dubbo

duvida

🧐 Calculating exact and approximate confidence and information metrics for deep learning on general purpose and chemistry tasks.

duconsumer

用python调用dubbo

taylor

Generic derivative objects (gradients, Jacobians, Hessians, and more) by finite differences

roboticstoolbox-modern

Robotics Toolbox for Python