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.
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auto-mlclassificationmachine-learningregressiontidyverse
6.45 score 17 stars 41 scripts 312 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>.
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hierarchical-clusteringmachine-learningpenalized-regressionregularized-regression
2.70 score 1 stars 1 scripts 240 downloads