Deep learning for genomics using Janggu

Deep learning is becoming a popular approach for understanding biological processes but can be hard to adapt to new questions. Here, the authors develop Janggu, a python library that aims to ease data acquisition and model evaluation and facilitate deep learning applications in genomics.

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Detalles Bibliográficos
Autores principales:	Wolfgang Kopp, Remo Monti, Annalaura Tamburrini, Uwe Ohler, Altuna Akalin
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/95e56ed3fad64c30897d32c4f8a188ef
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id	oai:doaj.org-article:95e56ed3fad64c30897d32c4f8a188ef
record_format	dspace
spelling	oai:doaj.org-article:95e56ed3fad64c30897d32c4f8a188ef2021-12-02T17:01:15ZDeep learning for genomics using Janggu10.1038/s41467-020-17155-y2041-1723https://doaj.org/article/95e56ed3fad64c30897d32c4f8a188ef2020-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-17155-yhttps://doaj.org/toc/2041-1723Deep learning is becoming a popular approach for understanding biological processes but can be hard to adapt to new questions. Here, the authors develop Janggu, a python library that aims to ease data acquisition and model evaluation and facilitate deep learning applications in genomics.Wolfgang KoppRemo MontiAnnalaura TamburriniUwe OhlerAltuna AkalinNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-7 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Wolfgang Kopp Remo Monti Annalaura Tamburrini Uwe Ohler Altuna Akalin Deep learning for genomics using Janggu
description	Deep learning is becoming a popular approach for understanding biological processes but can be hard to adapt to new questions. Here, the authors develop Janggu, a python library that aims to ease data acquisition and model evaluation and facilitate deep learning applications in genomics.
format	article
author	Wolfgang Kopp Remo Monti Annalaura Tamburrini Uwe Ohler Altuna Akalin
author_facet	Wolfgang Kopp Remo Monti Annalaura Tamburrini Uwe Ohler Altuna Akalin
author_sort	Wolfgang Kopp
title	Deep learning for genomics using Janggu
title_short	Deep learning for genomics using Janggu
title_full	Deep learning for genomics using Janggu
title_fullStr	Deep learning for genomics using Janggu
title_full_unstemmed	Deep learning for genomics using Janggu
title_sort	deep learning for genomics using janggu
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/95e56ed3fad64c30897d32c4f8a188ef
work_keys_str_mv	AT wolfgangkopp deeplearningforgenomicsusingjanggu AT remomonti deeplearningforgenomicsusingjanggu AT annalauratamburrini deeplearningforgenomicsusingjanggu AT uweohler deeplearningforgenomicsusingjanggu AT altunaakalin deeplearningforgenomicsusingjanggu
_version_	1718382224747790336

Deep learning for genomics using Janggu

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