hessian-vector-product

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

Tensorflow implementation of preconditioned stochastic gradient descent

Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models

torch hessian pytorch-tutorials perplexity llm hessian-vector-product

FOSI library for improving first order optimizers with second order information

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

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