Fast and modular sklearn replacement for generalized linear models
☆196Sep 30, 2025Updated 7 months ago
Alternatives and similar repositories for skglm
Users that are interested in skglm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package to fetch data from the LIBSVM website.☆20Feb 25, 2026Updated 2 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- This code is no longer maintained.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
- A framework for reproducible, comparable benchmarks☆310Updated this week
- Fast hyperparameter settings for non-smooth estimators:☆42May 22, 2023Updated 2 years ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆239Jun 10, 2025Updated 10 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.
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated 3 months ago
- ☆13Feb 4, 2026Updated 3 months ago
- ☆17Jan 10, 2026Updated 3 months ago
- Competing Risks and Survival Analysis☆117Sep 23, 2025Updated 7 months ago
- High performance Python GLMs with all the features!☆372Updated this week
- Group Lasso implementation following the scikit-learn API☆105Jun 6, 2024Updated last year
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆323Apr 19, 2026Updated 2 weeks ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Jul 24, 2018Updated 7 years ago
- Python packages for Support Vector Regression with Linear Constraints☆10Jul 9, 2020Updated 5 years ago
- 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.
- ☆13Feb 4, 2025Updated last year
- Analyze and model weekly calendar distributions using latent components☆21Updated this week
- Efficient Algorithms for L0 Regularized Learning☆103Jan 22, 2024Updated 2 years ago
- scikit-learn contrib estimators☆203Mar 16, 2026Updated last month
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,541Updated this week
- A more flexible alternative to scikit-learn Pipelines☆38Jun 12, 2025Updated 10 months ago
- ☆12Dec 22, 2021Updated 4 years ago
- Domain adaptation toolbox compatible with scikit-learn and pytorch☆157Mar 30, 2026Updated last month
- A torch-like lightweight deep learning framework around Numpy arrays☆34Feb 28, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Extra blocks for scikit-learn pipelines.☆1,391Updated this week
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- R package for sparse VAR estimation☆13Feb 5, 2026Updated 2 months ago
- 2D Fused LASSO using Gradient Descent for grayscale image restoration 🎈☆10Jan 24, 2019Updated 7 years ago
- Cutting-plane algorithm for exact cardinality-constrained regression☆11Aug 17, 2021Updated 4 years ago
- A Fast sketching based solver for large scale ridge regression☆17Jun 7, 2024Updated last year
- Machine learning with dataframes☆1,603Updated this week
- Source code for MA4270: Data Modelling and Computation on Transformers and Nadaraya-Watson Kernel Regression☆19May 29, 2024Updated last year
- gflsegpy: A Python 3 implementation of the group fused Lasso for multiple change-point detection (Bleakley and Vert, 2011)☆14Jul 14, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Modular Optimisation tools for solving inverse problems☆28Apr 24, 2026Updated last week
- Predictable Feature Analysis☆10Dec 1, 2014Updated 11 years ago
- Prune your sklearn models☆19Oct 28, 2024Updated last year
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆92Jun 27, 2025Updated 10 months ago
- Pipeline components that support partial_fit.☆46Jul 15, 2024Updated last year
- ☆39May 24, 2019Updated 6 years ago
- Group elastic net implementation in PyTorch.☆45Oct 12, 2020Updated 5 years ago