elastic-net-regularization

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DeepraMazumder / Bike-Sharing-Count-Prediction

A Machine Learning project to predict bike-sharing counts using regression models, including linear, polynomial, and regularized techniques

linear-regression polynomial-regression lasso-regularization ridge-regularization elastic-net-regularization

Updated Sep 9, 2024
Jupyter Notebook

matthijsknigge / elastic-net-regularization

Star

Imputing immunogenic phenotypes using Elastic Net to infer causality between gut microbiome and immune system.

machine-learning r r-package ridge-regression ols-regression tss elastic-net shrinkage-estimators fold-cross-validation mwas elastic-net-regularization microbiome-wide-association-study guass-markov-theorem regulzarization least-absolute-selection-and-shrinkage-operator

Updated Oct 16, 2025
R

YikaiZhang95 / hdstats

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High-dimensional sparse regression in R: penalized Huber, SVM, quantile, and Wilcoxon rank regression via the finite smoothing algorithm. Fast C++ (Rcpp) coordinate-descent kernels with elastic-net penalties, cross-validation, and SCAD/MCP non-convex penalties.

r rcpp cpp machinelearning support-vector-machines quantile-regression huber-loss-regression high-dimensional-optimization elastic-net-regularization statstistics rank-regression

Updated Jun 11, 2026
R

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