Scientific Software
Updated 6 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 6 months ago
https://github.com/cedrickchee/awesome-ml-model-compression
Awesome machine learning model compression research papers, quantization, tools, and learning material.
Updated 6 months ago
bimp
Code to reproduce the experiments of ICLR2023-paper: How I Learned to Stop Worrying and Love Retraining
Updated 6 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 6 months ago
compression-aware-sfw
Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"
Updated 6 months ago
pnif_old
Neural network pruning to reduce the size of Neural Implicit Flow network.
Updated 6 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.