IDP-Seq2Seq

:: DESCRIPTION

IDP-Seq2Seq applied the Sequence to Sequence Learning (Seq2Seq) derived from natural language processing (NLP) to map protein sequences to “semantic space” to reflect the structure patterns with the help of predicted Residue-Residue Contacts (CCMs) and other sequence-based features. Furthermore, the Attention mechanism was employed to capture the global associations between all residue pairs in the proteins.

::DEVELOPER

Liu Lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

• Web browser

:: DOWNLOAD

NO

:: MORE INFORMATION

Citation

Tang YJ, Pang YH, Liu B.
IDP-Seq2Seq: identification of intrinsically disordered regions based on sequence to sequence learning.
Bioinformatics. 2021 Jan 29;36(21):5177-5186. doi: 10.1093/bioinformatics/btaa667. PMID: 32702119.