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The hyper-parameters of IDP-LM for disorder prediction.
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posted on 2023-11-24, 00:31 authored by Yihe Pang, Bin LiuThe hyper-parameters of IDP-LM for disorder prediction.
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rational drug designnative physiologic conditionsgrained feature representationscapture complex structuralannotated disordered sequencesamino acid sequencesablation analysis shownunlabelled protein sequencesprotein language modelsthree language modelslack stable threecritical biological processesbert provided finelm provided highfunctionally important proteinspredicting intrinsic disorderprotein intrinsic disorderquality prediction resultsdisorder functions basedintrinsic disorderprotein structuresintrinsic disordersevaluation resultsbiological propertiesbert ).disorder functionsthree presequence informationrecently demonstratedproviding opportunitiespowerful abilitiesperformance improvementpast decadeslm takesinform studiesincluding protbertfunctional informationexponential growthexclusive inputsenormous quantityembeddings extracteddimensional structurescomprehensive understanding
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