nrdg / groupyr
groupyr: Sparse Group Lasso in Python
☆22Updated 7 months ago
Alternatives and similar repositories for groupyr:
Users that are interested in groupyr are comparing it to the libraries listed below
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆56Updated 2 years ago
- Multi-task regression in Python☆25Updated 4 years ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Updated 6 years ago
- Group Lasso implementation following the scikit-learn API☆106Updated 10 months ago
- Fast and modular sklearn replacement for generalized linear models☆171Updated this week
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆86Updated 6 months ago
- ☆39Updated 5 years ago
- Simulations for predictive model selection in causal inference☆13Updated 3 months ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆221Updated 2 weeks ago
- Python software for selective inference☆52Updated last year
- Conditional probability, conditional entropy, and mutual information estimation in Python. https://arxiv.org/abs/1907.00325☆12Updated 4 years ago
- Group Lasso package for Python.☆15Updated last year
- Knockoffs for controlled variable selection☆35Updated 2 weeks ago
- A generalized joint model for high-dimensional multivariate longitudinal data and censored durations☆11Updated 6 months ago
- PyJAGS: The Python Interface to JAGS☆12Updated 4 years ago
- ☆11Updated 4 years ago
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- ICML 2017. Kernel-based adaptive linear-time independence test.☆16Updated 3 years ago
- A python package for semi-structured deep distributional regression☆22Updated 2 years ago
- ☆26Updated 3 months ago
- Benchopt benchmark for Lasso☆14Updated last year
- Fast hyperparameter settings for non-smooth estimators:☆40Updated last year
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆37Updated 3 years ago
- Tuning-Free Huber Regression☆14Updated 3 years ago
- Clone of the Bioconductor repository for the onlineFDR package. See https://bioconductor.org/packages/devel/bioc/html/onlineFDR.html for …☆14Updated 2 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆81Updated 4 months ago
- HiDimStat: High-dimensional statistical inference tool for Python☆22Updated 6 months ago
- Python package to fetch data from the LIBSVM website.☆20Updated last year
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆78Updated this week
- c-lasso: a Python package for constrained sparse regression and classification☆32Updated 3 years ago