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The Top 23 Matlab Sparse Open Source Projects

Open source projects categorized as Matlab Sparse
Mri Reconstruction With Sparse Optimization ⭐ 6
Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourages sparsity.
most recent commit 5 years ago
Spcovr ⭐ 6
Sparse Principal Covariates Regression
most recent commit 5 years ago
Bisparse ⭐ 6
Code for Bilingual Sparse Embeddings from the NAACL 2016 paper
most recent commit 8 years ago
Ssgetpy ⭐ 6
A searchable Python interface to the SuiteSparse Matrix Collection
total releases 3most recent commit 4 years ago
Convolutional Dictionary ⭐ 6
Implementation and experiments for a (theory) paper on covergence rates of convolutional sparse dictionary learning.
most recent commit 6 years ago
Redaep ⭐ 6
REDAEP: Robust and Enhanced Denoising Autoencoding Prior for Sparse-View CT Reconstruction
most recent commit 2 years ago
Ara_tools ⭐ 6
Analysis of mouse brain STP data with respect to the Allen Reference Atlas
most recent commit 2 years ago
Juliafem ⭐ 6
A simple FEM code for 2d Poisson equation
most recent commit 3 years ago
Holistic_pursuit ⭐ 6
An implementation of the Holistic Pursuit for the Multi-Layer Sparse Coding model. Contains a comparison to the projection pursuit algorithm.
most recent commit 5 years ago
Jrl_tcsvt2014 ⭐ 6
Source code of our TCSVT 2014 paper "Learning Cross-Media Joint Representation with Sparse and Semisupervised Regularization"
most recent commit 5 years ago
3dcsc For Dynamic Mri Reconstruction ⭐ 6
most recent commit 5 years ago
Larscpp ⭐ 6
least angle regression in C++ - solves L1 least squares linear regression with full regularization path
most recent commit 8 years ago
Minom ⭐ 6
MIx-NOrM-based (MiNoM) scan matching
most recent commit 4 years ago
Sparse Reconstruction Hashing ⭐ 6
The code of "Learning Hash Functions Using Sparse Reconstruction"
most recent commit 9 years ago
Salient Region Detection Tip17 ⭐ 6
Matlab implementation of the paper "Salient Region Detection using Diffusion Process on a 2-Layer Sparse Graph"
most recent commit 6 years ago
L0 Motivated Lrssc ⭐ 6
Matlab implementation of L0 motivated low-rank sparse subspace clustering
most recent commit 4 years ago
Sparse_bayesian_infinite_factor_models ⭐ 6
Sparse Bayesian Infinite Factor Models
most recent commit 4 years ago
Sparse_bsos ⭐ 5
We provide the Matlab Implementation of Sparse-BSOS described in Weisser, Lasserre, Toh: Sparse-BSOS: a bounded degree SOS hierarchy for large scale polynomial optimization with sparsity, to be published in Mathematical Programming Computation.
most recent commit 6 years ago
Supervisedbof ⭐ 5
Learn bag-of-feature descriptors for content based retrieval (not only for 3D shape)
most recent commit 7 years ago
Ssc ⭐ 5
Sparse Subspace Clustering (for linear and affine spaces)
most recent commit 4 years ago
Sspp Face_recognition ⭐ 5
Demo on single sample per person face recognition
most recent commit 4 years ago
Mp2_dms_pso ⭐ 5
MATLAB implementation image sparse decomposition (matching pursuit with PSO optimization).
most recent commit 5 years ago
Gsglmtl ⭐ 5
Group Guided Sparse Group Lasso Multi-task Learning code. We refer to the paper for details about the model and the optimization algorithms: Xiaoli Liu, Peng Cao, Jinzhu Yang, Dazhe Zhao, Osmar Zaiane. Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer’s Disease[C]. International Conference on Brain Informatics. Springer, Cham, 2017: 202-212. DOI=https://doi.org/10.1007/978-3-319-70772-3_19
most recent commit 5 years ago
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