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Hessian Python Packages

Python packages with the GitHub topic hessian. Sorted by relevance, with stars and monthly downloads.
petercorke
roboticstoolbox-python

Robotics Toolbox for Python

10K 3K 576
f-dangel
curvlinops-for-pytorch

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

7K 65 15
ToppyMicroServices
yolozu

Framework-agnostic vision toolkit for training and evaluation

3K 2 0
oberbichler
hyperjet

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

3K 17 4
amirgholami
pyhessian

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

2K 784 127
oberbichler
hypergraph

Reversed mode second order automatic differentiation for python (WIP)

905 4 0
scbirlab
duvida

Calculating exact and approximate confidence and information metrics for differentiable functions.

768 0 0
tfjgeorge
nngeometry

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

629 222 23
finite-sample
hbw

Analytic Bandwidth Selector for NW and KDE Based on CV Hessian

448 1 0
morningzhang
pydubbo

用python调用dubbo

263 4 4
morningzhang
duconsumer

python调用dubbo,目前支持dubbo协议,不需要服务端修改成jsonrpc.实现客户端的负载均衡、配合Zookeeper自动发现服务功能等

187 4 4
ghbrown
taylor

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

77 0 0
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