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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: 01 Oct 2024
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: 27 Sep 2024
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: 02 Aug 2024
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: 29 Sep 2024