Sara Elkerdawy's starred repositories
deepsparse
Sparsity-aware deep learning inference runtime for CPUs
RSS-Interference-CVPRW2022
[CVPR EVW, 2022]Does Interference Exist When Training a Once-For-All Network?
torch-blocksparse
Block-sparse primitives for PyTorch
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
torchprune
A research library for pytorch-based neural network pruning, compression, and more.
LC-model-compression
Model compression by constrained optimization, using the Learning-Compression (LC) algorithm
models-comparison.pytorch
Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures
PlotNeuralNet
Latex code for making neural networks diagrams
AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
pytorch-retinanet
RetinaNet in PyTorch
Hadamard-Matrix-for-hashing
CVPR2020/TNNLS2023: Central Similarity Quantization/Hashing for Efficient Image and Video Retrieval
slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
filter-pruning-geometric-median
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)