scikit-learn-contrib / skglmLinks
Fast and modular sklearn replacement for generalized linear models
☆179Updated this week
Alternatives and similar repositories for skglm
Users that are interested in skglm are comparing it to the libraries listed below
Sorting:
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆229Updated last month
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆84Updated last week
- Competing Risks and Survival Analysis☆103Updated last week
- High performance Python GLMs with all the features!☆352Updated this week
- ☆121Updated last week
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆72Updated 2 years ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Updated 2 years ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆273Updated this week
- Distance correlation and related E-statistics in Python☆153Updated 11 months ago
- Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.☆71Updated last year
- Making your benchmark of optimization algorithms simple and open☆266Updated last week
- Efficient matrix representations for working with tabular data☆123Updated this week
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆98Updated 2 months ago
- Group Lasso implementation following the scikit-learn API☆106Updated last year
- Generalized additive models in Python with a Bayesian twist☆78Updated last year
- Fast implementation of Venn-ABERS probabilistic predictors☆73Updated last year
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆88Updated last month
- Formulas for mixed-effects models in Python☆62Updated 6 months ago
- Advanced random forest methods in Python☆57Updated last year
- Randomization-based inference in Python☆82Updated last week
- Repository for CARTE: Context-Aware Representation of Table Entries☆136Updated 4 months ago
- ☆74Updated last year
- Functional Data Analysis Python package☆330Updated 3 weeks ago
- Gaussian Process Model Building Interface☆51Updated 4 months ago
- A multiverse of Prophet models for timeseries☆54Updated this week
- Powerful add-ons for PyMC☆109Updated this week
- Structural Time Series in JAX☆199Updated last year
- Exploring and eliciting probability distributions☆144Updated 2 weeks ago
- Python wrapper for nuts-rs☆168Updated last week
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆120Updated 6 months ago