ModelRevelator: Fast phylogenetic model estimation via deep learning

Author:

Burgstaller-Muehlbacher SebastianORCID,Crotty Stephen M.,Schmidt Heiko A.,Reden Franziska,Drucks Tamara,von Haeseler Arndt

Funder

Austrian Science Fund

Publisher

Elsevier BV

Subject

Genetics,Molecular Biology,Ecology, Evolution, Behavior and Systematics

Reference57 articles.

1. ModelTeller: Model Selection for Optimal Phylogenetic Reconstruction Using Machine Learning;Abadi;Mol. Biol. Evol.,2020

2. Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Devin, M., Ghemawat, S., Irving, G., Isard, M., et al., 2016. Tensorflow: a system for large-scale machine learning. In: OSDI. pp. 265–283.

3. ProtTest: selection of best-fit models of protein evolution;Abascal;Bioinformatics,2005

4. Cortes, C., Mohri, M., Rostamizadeh, A., 2012. L2 Regularization for Learning Kernels. arXiv [cs.LG]. https://doi.org/10.48550/arXiv.1205.2653.

5. Comparing partitioned models to mixture models: Do information criteria apply?;Crotty;Syst. Biol. Forthcoming.,2022

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