yngvem / group-lasso
Group Lasso implementation following the scikit-learn API
☆106Updated 11 months ago
Alternatives and similar repositories for group-lasso
Users that are interested in group-lasso 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.☆225Updated 3 weeks ago
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆86Updated this week
- Fast and modular sklearn replacement for generalized linear models☆172Updated last week
- ☆39Updated 9 years ago
- Distance correlation and related E-statistics in Python☆149Updated 8 months ago
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆94Updated 3 weeks ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆174Updated 2 years ago
- groupyr: Sparse Group Lasso in Python☆22Updated 8 months ago
- Functional Data Analysis Python package☆325Updated this week
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Updated 2 years ago
- scikit-learn compatible implementation of stability selection.☆212Updated last year
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- ☆39Updated 5 years ago
- This is the implementation of Sparse Projection Oblique Randomer Forest☆98Updated last year
- minepy - Maximal Information-based Nonparametric Exploration☆226Updated 10 months ago
- A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.☆266Updated 9 months ago
- Group Lasso package for Python.☆15Updated last year
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆182Updated 3 years ago
- A Python package for General Graphical Lasso computation☆35Updated 2 months ago
- Python implementation of elastic-net regularized generalized linear models☆280Updated last year
- Generalized additive model with pairwise interactions☆66Updated last year
- A scikit-learn compatible implementation of hyperband☆76Updated 5 years ago
- A density ratio estimator package for python using the KLIEP algorithm.☆107Updated 4 years ago
- ☆204Updated last year
- A practical tool for Maximal Information Coefficient (MIC) analysis☆132Updated last year
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- Python software for selective inference☆53Updated 2 years ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Updated 6 years ago
- Feature selection in neural networks☆237Updated 7 months ago
- ☆92Updated 5 months ago