Felix Dangel (@f-dangel)
github

f-dangel

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  • Stars
    star
    1,247
  • Global Rank 24,798 (Top 0.9 %)
  • Followers 99
  • Following 18
  • Registered over 5 years ago
  • Most used languages
    Python
         81.3 %
    TeX
         18.8 %
  • Location πŸ‡¨πŸ‡¦ Canada
  • Country Total Rank 877
  • Country Ranking
    TeX
         67
    Python
         122

Top repositories

1

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
Python
555
star
2

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
Python
474
star
3

unfoldNd

(N=1,2,3)-dimensional unfold (im2col) and fold (col2im) in PyTorch
Python
83
star
4

hbp

Hessian backpropagation (HBP): PyTorch extension of backpropagation for block-diagonal curvature matrix approximations
Python
20
star
5

phd-thesis

Source code for my PhD thesis: Backpropagation Beyond the Gradient
TeX
20
star
6

singd

[ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)
Python
19
star
7

curvlinops

scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch
Python
17
star
8

vivit

[TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivatives & Newton steps
Python
17
star
9

einconv

Convolutions and more as einsum for PyTorch
Python
12
star
10

sirfshampoo

[ICML 2024] SIRFShampoo: Structured inverse- and root-free Shampoo in PyTorch (https://arxiv.org/abs/2402.03496)
Python
10
star
11

phd-thesis-template

LaTeX template for my PhD thesis at the University of Tuebingen
TeX
9
star
12

backobs

Use DeepOBS with BackPACK
Python
2
star
13

org-export-setup

My org-export settings
TeX
2
star
14

python-utilities

Python utility functions I often use
Python
2
star
15

wandb_preempt

Code and tutorial on integrating wandb sweeps with Slurm pre-emption
Python
1
star
16

vivit-experiments

Experiments for the TMLR 2023 paper "ViViT: Curvature Access Through the Generalized Gauss-Newton’s Low-rank Structure"
Python
1
star