Software

BackPACK: Addon for PyTorch to compute individual gradients without the slow-down of a for-loop (a common request), or other quantities like approximations to second-order derivatives.

BackPACK: Packing more into backprop
F. Dangel, F. Kunstner, P. Hennig.
2020 ICLR arXiv website OpenReview poster .bib

Tex2UTF8: Because some places do not support Latex but happily render UTF8

DSDL: An automated dataset downloader for libsvm datasets and some other sources.

import dsdl 
X, y = dsdl.load("faithful").get_train()