Runa Eschenhagen (runame)

runame

Geek Repo

Company:University of Cambridge

Location:Cambridge, UK

Home Page:runame.github.io

Twitter:@runame_

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Runa Eschenhagen's starred repositories

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

Language:PythonLicense:MITStargazers:550Issues:6Issues:79

Laplace

Laplace approximations for Deep Learning.

Language:PythonLicense:MITStargazers:441Issues:10Issues:129

algorithmic-efficiency

MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

Language:PythonLicense:Apache-2.0Stargazers:318Issues:25Issues:209

asdl

ASDL: Automatic Second-order Differentiation Library for PyTorch

Language:PythonLicense:MITStargazers:175Issues:5Issues:3

singd

[ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)

curvlinops

scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch

Language:PythonLicense:MITStargazers:15Issues:4Issues:35

sirfshampoo

[ICML 2024] SIRFShampoo: Structured inverse- and root-free Shampoo in PyTorch (https://arxiv.org/abs/2402.03496)

Language:PythonLicense:MITStargazers:9Issues:3Issues:8