Code for CRATE (Coding RAte reduction TransformEr).
[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
翻译 - 使用几行代码将稀疏化配方应用于神经网络的库，实现更快和更小的模型
Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.
Implementation of Continuous Sparsification, a method for pruning and ticket search in deep networks
KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
Maximizing algebraic connectivity for graph sparsification
Understanding Top-k Sparsification in Distributed Deep Learning
Learning to Drop: Robust Graph Neural Network via Topological Denoising & Robust Graph Representation Learning via Neural Sparsification