Scientific Software
Updated 10 months ago
Delve
Delve: Neural Network Feature Variance Analysis - Published in JOSS (2022)
Earth and Environmental Sciences
(40%)
Sociology
(40%)
Scientific Software · Peer-reviewed
Updated 10 months ago
bimp
Code to reproduce the experiments of ICLR2023-paper: How I Learned to Stop Worrying and Love Retraining
Updated 10 months ago
pnif_old
Neural network pruning to reduce the size of Neural Implicit Flow network.
Updated 10 months ago
turboprune
Harness for training/finding lottery tickets in PyTorch. With support for multiple pruning techniques and augmented by distributed training, FFCV and AMP.
Updated 10 months ago
sms
Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"
Materials Science
(40%)
Updated 10 months ago
compression-aware-sfw
Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"