Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with penalized-regression
A curated list of projects in awesome lists tagged with penalized-regression .
https://github.com/m-clark/models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
algorithms bayesian cox-model expectation-maximization gaussian-processes gradient-descent hamiltonian-monte-carlo lasso linear-regression logistic-regression machine-learning maximum-likelihood-estimation mixed-models neural-network pca penalized-regression ridge-regression rkhs splines zero-inflated
Last synced: 29 Nov 2024
https://github.com/m-clark/generalized-additive-models-workshop-2019
A workshop on using generalized additive models and the mgcv package.
additive-models generalized-additive-models mgcv mixed-models nonlinear penalized-regression penalized-spline splines
Last synced: 29 Nov 2024
https://github.com/benkeser/halplus
Nonparametric regression and prediction using the highly adaptive lasso algorithm
lasso-regression nonparametric-regression penalized-regression prediction
Last synced: 16 Dec 2024
https://github.com/badr-moufad/beyond-ols-med-supp-material
Supplementary material for the medium article Beyond linear regression: Leveraging linear regression for feature selection of continuous/categorical variables.
celer datascience feature-selection linear-regression penalized-regression python
Last synced: 08 Dec 2024
https://github.com/m-clark/mixed-models-overview
Raw files for a document providing an overview of mixed models from varying perspectives.
mixed-models multilevel-models penalized-regression random-effects
Last synced: 29 Nov 2024