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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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Publicat a:PLoS Comput Biol
Autors principals: Sheehan, Sara, Song, Yun S.
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2016
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4809617/
https://ncbi.nlm.nih.gov/pubmed/27018908
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1004845
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