Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.
☆239Jun 10, 2025Updated 10 months ago
Alternatives and similar repositories for celer
Users that are interested in celer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Group Lasso implementation following the scikit-learn API☆105Jun 6, 2024Updated last year
- A framework for reproducible, comparable benchmarks☆310Apr 7, 2026Updated 3 weeks ago
- Fast and modular sklearn replacement for generalized linear models☆195Sep 30, 2025Updated 7 months ago
- Benchopt benchmark for Lasso☆14Jul 22, 2025Updated 9 months ago
- This code is no longer maintained. The codebase has been moved to https://github.com/scikit-learn-contrib/skglm. This repository only ser…☆18Nov 29, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Multi-task regression in Python☆25Feb 3, 2021Updated 5 years ago
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆15Feb 15, 2026Updated 2 months ago
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆92Jun 27, 2025Updated 10 months ago
- Several maximum likelihood ICA algorithms, including Picard☆23Sep 13, 2017Updated 8 years ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Jul 24, 2018Updated 7 years ago
- Sparse Linear Regression Models☆19Apr 14, 2026Updated 2 weeks ago
- Preconditioned ICA for Real Data☆119Updated this week
- ☆19Jan 20, 2020Updated 6 years ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Mar 14, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Many practical links and some tutorials☆11Nov 8, 2018Updated 7 years ago
- groupyr: Sparse Group Lasso in Python☆22Sep 11, 2024Updated last year
- Python package to fetch data from the LIBSVM website.☆20Feb 25, 2026Updated 2 months ago
- A torch-like lightweight deep learning framework around Numpy arrays☆34Feb 28, 2021Updated 5 years ago
- Implementation of Phase Coupling Estimation in Python and Matlab (see http://arxiv.org/abs/0906.3844 )☆16Feb 1, 2014Updated 12 years ago
- HiDimStat: High-dimensional statistical inference tool for Python☆22Oct 16, 2024Updated last year
- Python implementation of elastic-net regularized generalized linear models☆287Aug 17, 2023Updated 2 years ago
- A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.☆269Jul 24, 2024Updated last year
- R package for sparse VAR estimation☆13Feb 5, 2026Updated 2 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Group elastic net implementation in PyTorch.☆45Oct 12, 2020Updated 5 years ago
- Fast, principled L1-regularized loss minimization☆24Feb 16, 2024Updated 2 years ago
- A multi-algorithm Python framework for regularized regression☆13Oct 31, 2023Updated 2 years ago
- This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).☆70Jan 10, 2025Updated last year
- Random Forest-based "Correlation" measures☆15May 3, 2022Updated 3 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- Automatic differentiation + optimization☆101Mar 21, 2019Updated 7 years ago
- A Python library for mathematical optimization☆143Sep 27, 2024Updated last year
- Python software for selective inference☆53Apr 25, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Crowdsourcing library for Python☆15Apr 17, 2026Updated last week
- Efficient Algorithms for L0 Regularized Learning☆103Jan 22, 2024Updated 2 years ago
- ☆11Jun 2, 2021Updated 4 years ago
- This repository contains the codes for the paper "Machine-Learning-enhanced Systemic Risk Measure: A Two-Step Supervised Learning Approac…☆13Jul 18, 2022Updated 3 years ago
- Learning with operator-valued kernels☆22Jan 31, 2023Updated 3 years ago
- Scikit-learn compatible estimation of general graphical models☆252Jun 14, 2025Updated 10 months ago
- Regularization paths for SCAD- and MCP-penalized regression models☆44Feb 6, 2026Updated 2 months ago