mixdistreg: A Package to fit Mixture Models using Adaptive First-order Methods

mixdistreg extends the set of families in deepregression to mixtures of distributions. See Neural Mixture Distributional Regression for details.

Installation

remotes::install_github("neural-structured-additive-learning/mixdistreg")

Examples

See high-level description, Section 4.

How to cite?

@article{ruegamer2022mixture,
author={R\"ugamer, David and Pfisterer, Florian and Bischl, Bernd and Gr\"un, Bettina},
title = {{Mixture of Experts Distributional Regression: Implementation Using Robust Estimation with Adaptive First-order Methods}},
year = {2022},
eprint={2211.09875},
journal={arXiv},
archivePrefix={arXiv},
doi = {10.48550/ARXIV.2211.09875}
}



@article{mixdistreg,
author = {R{\"u}gamer, David},
title = {mixdistreg: An R Package for Fitting Mixture of Experts Distributional Regression with Adaptive First-order Methods},
year = {2023},
eprint={2302.02043},
journal={arXiv},
archivePrefix={arXiv},    
doi = {10.48550/ARXIV.2302.02043}
}