tidyfit - Regularized Linear Modeling with Tidy Data
An extension to the 'R' tidy data environment for automated machine learning. The package allows fitting and cross validation of linear regression and classification algorithms on grouped data.
Last updated 2 months ago
auto-mlclassificationmachine-learningregressiontidyverse
7.19 score 13 stars 27 scripts 478 downloadshfr - Estimate Hierarchical Feature Regression Models
Provides functions for the estimation, plotting, predicting and cross-validation of hierarchical feature regression models as described in Pfitzinger (2024). Cluster Regularization via a Hierarchical Feature Regression. Econometrics and Statistics (in press). <doi:10.1016/j.ecosta.2024.01.003>.
Last updated 9 months ago
hierarchical-clusteringmachine-learningpenalized-regressionregularized-regression
3.18 score 1 stars 1 scripts 265 downloads