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
7.12 score 16 stars 26 scripts 371 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 1 years ago
hierarchical-clusteringmachine-learningpenalized-regressionregularized-regression
2.70 score 1 stars 1 scripts 339 downloads