Projects in Awesome Lists tagged with sparse-regression
A curated list of projects in awesome lists tagged with sparse-regression .
https://github.com/dynamicslab/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
dynamical-systems machine-learning model-discovery nonlinear-dynamics sparse-regression system-identification
Last synced: 13 May 2025
https://github.com/JuliaAI/MLJLinearModels.jl
Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)
elastic-net julia-language lasso-regression logistic-regression mlj multinomial-regression regression-models regressions ridge-regression robust-regression sparse-regression
Last synced: 04 May 2025
https://github.com/juliaai/mljlinearmodels.jl
Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)
elastic-net julia-language lasso-regression logistic-regression mlj multinomial-regression regression-models regressions ridge-regression robust-regression sparse-regression
Last synced: 13 Feb 2025
https://github.com/joshday/sparseregression.jl
Statistical Models with Regularization in Pure Julia
julia linear-models regularization sparse-regression statistical-learning statistical-models
Last synced: 21 Mar 2025
https://github.com/sebastianament/compressedsensing.jl
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.
basis-pursuit compressed-sensing feature-selection julia matching-pursuit sparse-bayesian-learning sparse-linear-systems sparse-regression sparsity stepwise-regression subset-selection
Last synced: 10 Apr 2025
https://github.com/hua-zhou/sparsereg
Matlab toolbox for sparse regression
matlab matlab-toolbox sparse-regression sparsereg-toolbox
Last synced: 23 Mar 2025
https://github.com/jolars/slope
Sorted L1 Penalized Estimation
generalized-linear-models r slope sparse-regression
Last synced: 08 May 2025
https://github.com/hua-zhou/mglm
MGLM Toolbox for Matlab
generalized-linear-models matlab mglm-toolbox sparse-regression
Last synced: 13 Feb 2025
https://github.com/pabannier/automatic_hp_selection_for_meg
Automatic hyperparameter selection for Lasso-like models solving the M/EEG source localization problem
hyperparameter-optimization machine-learning neuroscience sparse-regression
Last synced: 28 Mar 2025
https://github.com/jbris/pymc-horseshoe
Horseshoe regression model fitted in PyMC.
bayesian-inference bayesian-statistics horseshoe horseshoe-prior pymc regularisation shrinkage shrinkage-priors sparse-regression
Last synced: 02 Mar 2025
https://github.com/siddeshsambasivam/a-comparative-study-on-sciml-for-kd
This repository is the official implementation of "A Comparative Study on Machine Learning Algorithms for Knowledge Discovery."
knowledge-discovery machine-learning sparse-regression symbolic-regression
Last synced: 30 Mar 2025
https://github.com/jayzuccarelli/sparseregression
The Python Implementation of Sparse Regression.
machine-learning python3 sparse-regression
Last synced: 31 Mar 2025
https://github.com/gjjvdburg/sparsestep
SparseStep: Approximating the Counting Norm for Sparse Regularization
feature-selection lasso-variants r regularized-linear-regression sparse-regression sparse-regularization
Last synced: 22 Feb 2025
https://github.com/mobeets/group-ard
code for performing Bayesian ARD regression, where covariates have groups
automatic-relevance-determination bayesian-linear-regression bayesian-regression sparse-regression
Last synced: 02 Mar 2025
