Hua-Zhou / SparseRegLinks
Matlab toolbox for sparse regression
☆28Updated 3 years ago
Alternatives and similar repositories for SparseReg
Users that are interested in SparseReg are comparing it to the libraries listed below
Sorting:
- Matlab toolbox for tensor regressions☆28Updated 3 years ago
- Efficient Algorithms for L0 Regularized Learning☆101Updated last year
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆21Updated 6 months ago
- Fastfit matlab toolbox☆27Updated 8 years ago
- ☆15Updated 2 years ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆68Updated 7 years ago
- Generalized lasso implementations☆46Updated 9 months ago
- ☆8Updated 9 years ago
- Algorithms for fit constrained lasso☆9Updated 7 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆43Updated this week
- Perform tensor-on-tensor regression☆20Updated 6 years ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Updated 3 years ago
- R package to perform statistical inference in generative models using the Wasserstein distance (requires CGAL)☆26Updated 5 years ago
- Bayesian Data Analysis demos for Matlab/Octave☆64Updated 5 years ago
- Proximal Newton OPTimizer☆22Updated 10 years ago
- Software for selective inference☆17Updated 2 years ago
- Statistical Inference and Sure Independence Screening via Ball Statistics☆32Updated 3 weeks ago
- Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"☆18Updated 4 months ago
- A multi-algorithm Python framework for regularized regression☆13Updated last year
- False discovery rate regression☆10Updated 4 years ago
- Bayesian sparse regression with regularized shrinkage and conjugate gradient acceleration☆21Updated 2 months ago
- Solving Statistical Optimization Problems Using the ADMM Algorithm☆75Updated 8 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years ago
- Regularization paths for regression models with grouped covariates☆34Updated 4 months ago
- Matlab toolbox for Bayesian functional data analysis☆19Updated 6 years ago
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- R package for sparse VAR estimation☆11Updated 4 years ago
- Tuning-Free Huber Regression☆15Updated 3 years ago
- Solves the best subset selection problem☆44Updated 3 years ago