Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
4 "model-acceleration" Awesome Lists
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-list model-acceleration model-compression pruning
2,231 stars
327 forks
285 projects
Last updated: 19 May 2024
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome binarization binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization
1,656 stars
200 forks
527 projects
Last updated: 22 May 2024
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search
827 stars
160 forks
150 projects
Last updated: 17 May 2024
Awesome-AI-on-the-Edge
Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"
awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment
39 stars
2 forks
287 projects
Last updated: 29 May 2024