Scientific Software
Updated 6 months ago

Delve — Peer-reviewed • Rank 11.6 • Science 98%

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 • Rank 7.9 • Science 46%

Awesome machine learning model compression research papers, quantization, tools, and learning material.

Updated 6 months ago

bimp • Rank 3.2 • Science 38%

Code to reproduce the experiments of ICLR2023-paper: How I Learned to Stop Worrying and Love Retraining

Updated 6 months ago

fasterai • Science 57%

FasterAI: Prune and Distill your models with FastAI and PyTorch

Updated 6 months ago

sms • Science 41%

Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"

Updated 6 months ago

compression-aware-sfw • Science 41%

Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"

Updated 6 months ago

pnif_old • Science 64%

Neural network pruning to reduce the size of Neural Implicit Flow network.

Updated 6 months ago

turboprune • Science 54%

Harness for training/finding lottery tickets in PyTorch. With support for multiple pruning techniques and augmented by distributed training, FFCV and AMP.