Group Lasso implementation following the scikit-learn API
☆106Jun 6, 2024Updated last year
Alternatives and similar repositories for group-lasso
Users that are interested in group-lasso are comparing it to the libraries listed below
Sorting:
- groupyr: Sparse Group Lasso in Python☆23Sep 11, 2024Updated last year
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆238Jun 10, 2025Updated 8 months ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Jul 24, 2018Updated 7 years ago
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆92Jun 27, 2025Updated 8 months ago
- Fused lasso for high-dimensional regression over groups☆10Jun 17, 2018Updated 7 years ago
- ☆39Oct 24, 2012Updated 13 years ago
- Conditional probability, conditional entropy, and mutual information estimation in Python. https://arxiv.org/abs/1907.00325☆12Oct 15, 2020Updated 5 years ago
- Fast and modular sklearn replacement for generalized linear models☆192Sep 30, 2025Updated 5 months ago
- ☆39May 24, 2019Updated 6 years ago
- Non-Linear Covariance Shrinkage☆14Jan 1, 2022Updated 4 years ago
- ☆17Jan 10, 2026Updated last month
- Python implementation of elastic-net regularized generalized linear models☆287Aug 17, 2023Updated 2 years ago
- Generalized lasso implementations☆47Oct 14, 2024Updated last year
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Feb 17, 2023Updated 3 years ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Feb 18, 2026Updated 2 weeks ago
- Software dev. for data science (Python)☆15May 1, 2025Updated 10 months ago
- Estimation of the Covariance Matrix - linear and nonlinear shrinkage☆23Jul 17, 2022Updated 3 years ago
- Fast hyperparameter settings for non-smooth estimators:☆42May 22, 2023Updated 2 years ago
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated 2 months ago
- Inference on marginal distributions using gradient-based optimization☆13Mar 27, 2017Updated 8 years ago
- Matlab implementation of the CS video reconstruction method RRS☆11May 21, 2018Updated 7 years ago
- ☆12Aug 10, 2024Updated last year
- Pytorch package for geometric softmax☆12Jun 13, 2019Updated 6 years ago
- ☆10Oct 12, 2021Updated 4 years ago
- Multi-target Random Forest implementation that can mix both classification and regression tasks☆27May 15, 2020Updated 5 years ago
- Matlab toolbox for sparse regression☆31Feb 20, 2022Updated 4 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆44Feb 6, 2026Updated last month
- Group elastic net implementation in PyTorch.☆45Oct 12, 2020Updated 5 years ago
- R implementation of Robust Rank Aggregation algortihm☆11Jun 8, 2022Updated 3 years ago
- A multi-algorithm Python framework for regularized regression☆13Oct 31, 2023Updated 2 years ago
- Approximate Personalized Page Rank☆16Jun 27, 2024Updated last year
- Feature selection in neural networks☆251Sep 23, 2024Updated last year
- Code for the paper "Let’s Make Block Coordinate Descent Go Fast"☆48Jul 8, 2023Updated 2 years ago
- LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.☆14Sep 19, 2021Updated 4 years ago
- Implementation of GP-BART algorithm.☆17Dec 28, 2023Updated 2 years ago
- Advanced GBM Workshop - Budapest, Nov 2019☆13Nov 18, 2019Updated 6 years ago
- ☆12Jan 31, 2026Updated last month
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆56Nov 20, 2018Updated 7 years ago
- Sparse estimation of large time series models☆32Aug 21, 2023Updated 2 years ago