NonConvexPenalizedRegression.jl

Regularization paths for MCP and SCAD penalized regression models

GPL-3.0 License

Stars
2
View Code on GitHub Visit Website
Ecosystems: The Julia Language
No releases found yet, please check back later.
Package Rankings
Top 38.82% on Juliahub.com
Badges
Extracted from project README
Dev Codecov
Related Projects
Optimization.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Qu...

06 May 2020 655
Parametron.jl

Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadra...

23 Apr 2018 73
RobustModels.jl

A Julia package for robust regressions using M-estimators and quantile regressions

11 May 2020 34
PartialLeastSquaresRegressor.jl

Implementation of a Partial Least Squares Regressor

07 Nov 2017 40
PenaltyFunctions.jl

Julia package of regularization functions for machine learning

18 Aug 2016 26
MLJLinearModels.jl

Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

27 Aug 2019 81
Tilde.jl

WIP successor to Soss.jl

16 Mar 2022 74
Optim.jl

Optimization functions for Julia

04 Apr 2012 1,118
SeparableOptimization.jl

A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

24 Jun 2021 24
Convex.jl

A Julia package for disciplined convex programming

08 Mar 2014 538
LinearRegression.jl

Simple & fast linear regression in Julia

12 Nov 2021 20
GlobalSensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

10 Nov 2020 44
NLPModels.jl

Data Structures for Optimization Models

05 Aug 2015 157
NLreg.jl

Nonlinear regression in Julia

12 Sep 2013 18
LinearRegressionKit.jl

Linear Regression for Julia

07 Dec 2021 10