sparse-bayesian-learning

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carnotresearch /cr-sparse

Star95

Functional models and algorithms for sparse signal processing

functional-programming lasso sparse-linear-systems convex-optimization sparse-bayesian-learning linear-operators compressive-sensing wavelets sparse-representations jax l1-regularization basis-pursuit

UpdatedOct 17, 2023
Jupyter Notebook

SebastianAment /CompressedSensing.jl

Star31

Contains a wide-ranging collection of compressed sensing and feature selection algorithms. Examples include matching pursuit algorithms, forward and backward stepwise regression, sparse Bayesian learning, and basis pursuit.

sparsity compressed-sensing julia feature-selection sparse-linear-systems sparse-regression matching-pursuit sparse-bayesian-learning stepwise-regression subset-selection basis-pursuit

UpdatedMar 28, 2022
Julia

geekysuavo /sbl-sandbox

Star10

The sparse Bayesian learning sandbox

compressed-sensing bayesian-inference sparse-bayesian-learning variational-bayes

UpdatedJul 4, 2021
Python

ejcanalesr /sparse-wars

Star7

Deconvolution algorithms for diffusion MRI

lasso diffusion-mri sparse-bayesian-learning richardson-lucy-deconvolution spherical-deconvolution non-negative-least-squares

UpdatedJan 3, 2020
MATLAB

dvav /eQTLseq

Star6

Hierarchical probabilistic models for multiple gene/variant associations based on NGS data

bioinformatics gwas rna-seq sparse-bayesian-learning rna-seq-data-transformation eqtl

UpdatedMay 28, 2017
Jupyter Notebook

GT-Davood /SBML

Star5

Sparse Bayesian Metric Learning

machine-learning matlab metric-learning sparse-bayesian-learning

UpdatedDec 5, 2019
MATLAB

Cakko /EOGSBI_NC_DPD

Star4

direct position determination of non-circular sources via off-grid sparse Bayesian inference

sparse-bayesian-learning direction-of-arrival direct-position-determination off-grid-model noncircular-signals

UpdatedApr 7, 2025
MATLAB

ChubingZeng /ARD

Star3

R Package for Automatic Relevance Determination

r sparse-bayesian-learning rpackage automatic-relevance-determination random-vector-machine

UpdatedSep 24, 2018
R

Joehaozhang /AMP-based-JADCE-with-Consistency

Star2

Official implementation of AMP-based consistent activity status and channel estimation

sparse-bayesian-learning massive-mimo approximate-message-passing consistent-parameter-estimation

UpdatedSep 1, 2025
MATLAB

Joehaozhang /Bayesian-Activity-Detection-with-Consistent-Sparsity-and-System-Parameter-Learning

Star1

Official implementation of Bayesian activity status and system parameter estimation

parameter-estimation variational-inference sparse-bayesian-learning massive-mimo

UpdatedMar 5, 2025
MATLAB

polyactis /eGADA

Star0

An enhanced version of GADA, a fast and sparse segmentation algorithm

genomics red-black-tree segmentation em-algorithm sparse-bayesian-learning relevance-vector-machine

UpdatedAug 28, 2023
C++

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