Andres Fernandez's starred repositories
torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
pytorch-hessian-eigenthings
Efficient PyTorch Hessian eigendecomposition tools!
ContentDisentanglement
PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer"
sphinx-gallery
Sphinx extension for automatic generation of an example gallery
Satellites
What's the probability of being hit by a satellite?
phd-thesis
Source code for my PhD thesis: Backpropagation Beyond the Gradient
phd-thesis-template
LaTeX template for my PhD thesis at the University of Tuebingen
probnum-spring-school
Tutorial materials of the Probabilistic Numerics Spring School.
curvlinops
scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
FizzBuzzEnterpriseEdition
FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes.
face_segmentation
Deep face segmentation in extremely hard conditions
probabilistic-ssm
Code accompanying the NeurIPS 2021 Paper: A Probabilistic State Space Model for Joint Inference from Differential Equations and Data (Schmidt, Krämer, Hennig)
Early-Bird-Tickets
[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks