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Automatic inference of demographic parameters using generative adversarial networks

Population genetics relies heavily on simulated data for validation, inference and intuition. In particular, since the evolutionary ‘ground truth’ for real data is always limited, simulated data are crucial for training supervised machine learning methods. Simulation software can accurately model ev...

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Detalles Bibliográficos
Autores principales: Wang, Zhanpeng, Wang, Jiaping, Kourakos, Michael, Hoang, Nhung, Lee, Hyong Hark, Mathieson, Iain, Mathieson, Sara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8596911/
https://www.ncbi.nlm.nih.gov/pubmed/33745225
http://dx.doi.org/10.1111/1755-0998.13386