NEMoE is an R package modelling A nutrition aware regularized mixture of experts model addressing diet cohort heterogeneity of gut microbiome in certain disease. Also can be viewed as regularized mixture of experts models with the elastic penalty and binary output. The input can be single-level or multi-level.


To use this package you can :

install it through



You can find the vignette at our website:

Contact us

If you have any enquiries, especially about running NEMoE model on your own data, then please contact . You can also open an issue on GitHub.