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Evaluating Protein Transfer Learning with TAPE

Machine learning applied to protein sequences is an increasingly popular area of research. Semi-supervised learning for proteins has emerged as an important paradigm due to the high cost of acquiring supervised protein labels, but the current literature is fragmented when it comes to datasets and st...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Adv Neural Inf Process Syst
Päätekijät: Rao, Roshan, Bhattacharya, Nicholas, Thomas, Neil, Duan, Yan, Chen, Xi, Canny, John, Abbeel, Pieter, Song, Yun S.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2019
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC7774645/
https://ncbi.nlm.nih.gov/pubmed/33390682
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