yngvem / group-lasso
Group Lasso implementation following the scikit-learn API
☆106Updated 9 months ago
Alternatives and similar repositories for group-lasso:
Users that are interested in group-lasso are comparing it to the libraries listed below
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆218Updated 7 months ago
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆84Updated 5 months ago
- Fast and modular sklearn replacement for generalized linear models☆168Updated 4 months ago
- groupyr: Sparse Group Lasso in Python☆22Updated 6 months ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆179Updated 3 years ago
- This is the implementation of Sparse Projection Oblique Randomer Forest☆98Updated 10 months ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆173Updated 2 years ago
- ☆39Updated 5 years ago
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆93Updated last year
- A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and …☆63Updated 3 years ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆56Updated 2 years ago
- Distance correlation and related E-statistics in Python☆148Updated 6 months ago
- Scikit-learn compatible estimation of general graphical models☆247Updated last year
- scikit-learn compatible implementation of stability selection.☆212Updated last year
- Group Lasso package for Python.☆15Updated last year
- Conformalized Quantile Regression☆264Updated 2 years ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆43Updated 2 years ago
- ☆39Updated 9 years ago
- Python package for missing-data imputation with deep learning☆144Updated 6 months ago
- Bayesian Additive Regression Trees For Python☆223Updated last year
- An extension of CatBoost to probabilistic modelling☆143Updated last year
- ☆92Updated 3 months ago
- A Python package for General Graphical Lasso computation☆33Updated 3 weeks ago
- Implementation of Flexible Conditional Density Estimator☆22Updated 2 years ago
- Feature selection in neural networks☆232Updated 6 months ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Updated 6 years ago
- Generalized additive model with pairwise interactions☆65Updated last year
- Knockoffs for controlled variable selection☆34Updated last year
- ☆73Updated 11 months ago
- Bayesian time series forecasting and decision analysis☆115Updated last year