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GitHub topics: hessian-vector-product

lixilinx/psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

Language: Python - Size: 1.91 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 91 - Forks: 7

lixilinx/psgd_tf

Tensorflow implementation of preconditioned stochastic gradient descent

Language: Python - Size: 7.4 MB - Last synced: 2 months ago - Pushed: 6 months ago - Stars: 34 - Forks: 14

hsivan/fosi

FOSI library for improving first order optimizers with second order information

Language: Python - Size: 2.46 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 0

Related Keywords
deep-learning 3 hessian-vector-product 3 second-order-optimization 3 affine-group 2 lie-groups 2 low-rank-approximation 2 optimization-algorithms 2 preconditioner 2 pytorch 2 stochastic-gradient-descent 2 tensorflow 1 jax 1 lanczos 1 optimizer 1