Popular GitHub Repositories for Sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

Library for specialized dense and sparse matrix operations, and deep learning primitives.

SPLADE: sparse neural search (SIGIR21, SIGIR22)

A model compression and acceleration toolbox based on pytorch.

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

Sparse and structured neural attention mechanisms

Attention-guided CNN for image denoising(Neural Networks,2020)

Source code for "Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors." (Spotlight at the BMVC 2022)

unsupervised learning of natural images -- à la SparseNet.

Code for the paper "Diffusion-based Semantic Image Synthesis from Sparse Layouts" (CGI 2023)

Norm Constrained Generalised Linear Model using numpy, numba and scipy.

Low rank and Sprase fineuning for foundation models