Beast code in Giters

Runa Eschenhagen's starred repositories

backpack

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

Language:PythonMIT550 6 79

Laplace

Laplace approximations for Deep Learning.

Language:PythonMIT441 10 129

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:PythonApache-2.0318 25 209

asdl

ASDL: Automatic Second-order Differentiation Library for PyTorch

Language:PythonMIT175 5 3

singd

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

Language:Python19 3 36

curvlinops

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

Language:PythonMIT15 4 35

sirfshampoo

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

Language:PythonMIT9 3 8