scikit-learn-contrib / skglm
Fast and modular sklearn replacement for generalized linear models
☆156Updated last month
Related projects: ⓘ
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆199Updated last month
- Competing Risks and Survival Analysis☆51Updated 3 weeks ago
- Making your benchmark of optimization algorithms simple and open☆243Updated last week
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆62Updated this week
- High performance Python GLMs with all the features!☆299Updated this week
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆71Updated last year
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆53Updated last year
- A Python package for General Graphical Lasso computation☆30Updated 8 months ago
- Group Lasso implementation following the scikit-learn API☆105Updated 3 months ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆46Updated this week
- Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.☆68Updated 7 months ago
- Efficient matrix representations for working with tabular data☆109Updated this week
- State of the art inference for your bayesian models.☆135Updated 3 weeks ago
- ☆87Updated this week
- Distance correlation and related E-statistics in Python☆143Updated 2 weeks ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆194Updated last month
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆118Updated 3 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆69Updated 7 months ago
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆90Updated 10 months ago
- Python package to fetch data from the LIBSVM website.☆19Updated last year
- ☆13Updated last week
- A tool-box for prior elicitation.☆78Updated this week
- Benchopt benchmark for Lasso☆13Updated last year
- Domain adaptation toolbox compatible with scikit-learn and pytorch☆59Updated this week
- Structural Time Series in JAX☆180Updated 4 months ago
- Python wrapper for nuts-rs☆106Updated this week
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆58Updated 3 months ago
- A unified framework for tabular probabilistic regression and probability distributions in python☆231Updated this week
- Tools for an Aesara-based PPL.☆64Updated 3 weeks ago
- bayes-toolbox☆93Updated 9 months ago