sparse-representations 开源项目推荐（67 个）

hiroyuki-kasai /NMFLibrary

NMFLibrary：非负矩阵分解（NMF）库：版本2.1

bwohlberg /sporco

Sparse Optimisation Research Code

james-bowman /sparse

Sparse matrix formats for linear algebra supporting scientific and machine learning applications

neilwen987 /CSR_Adaptive_Rep

Official Code for Paper: Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation

indigits /sparse-plex

A MATLAB library for sparse representation problems

carnotresearch /cr-sparse

Functional models and algorithms for sparse signal processing

fubel /sparselandtools

✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

Windere /EAS-SNN

Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024

PeterOvermann /TriadicMemory

Cognitive Computing with Associative Memory

PrithivirajDamodaran /SPLADERunner

Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.

kevinYitshak /spurfies

Spurfies: Sparse Surface Reconstruction using Local Geometry Priors

morpheus-org /morpheus

Dynamic matrix type and algorithms for sparse matrices

SpM-lab /SparseIR.jl

On-the-fly computation of IR basis functions

shailesh1729 /tisp

Topics in Signal Processing

ashkan-abbasi66 /OCT-denoising-package

This package contains multiple 3D OCT denoising methods, including our proposed mixed multiscale BM4D (mmBM4D), which is one of the fastest multiscale 3D OCT denoising methods.

ashkan-abbasi66 /NWSR

Optical Coherence Tomography Retinal Image Reconstruction via Non-local Weighted Sparse Representation

Rehan-Ahmad /Dictionary-Learning-Algorithms

This repository contains dictionary learning algorithms

jsvir /idc

Interpretable Deep Clustering for Tabular Data (ICML 2024)

HaLongbao /LRRNet

It’s Not the Target, It’s the Background: Rethinking Infrared Small Target Detection via Deep Patch-Free Low-Rank Representations

alugowski /matrepr

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.