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Deep Learning for Population Genetic Inference

Given genomic variation data from multiple individuals, computing the likelihood of complex population genetic models is often infeasible. To circumvent this problem, we introduce a novel likelihood-free inference framework by applying deep learning, a powerful modern technique in machine learning....

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Detalles Bibliográficos
Autores principales: Sheehan, Sara, Song, Yun S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4809617/
https://www.ncbi.nlm.nih.gov/pubmed/27018908
http://dx.doi.org/10.1371/journal.pcbi.1004845