protein-function-prediction topic

List protein-function-prediction repositories

DeepPurpose

929
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266
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A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

OntoProtein

135
Stars
22
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[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding

VAE_protein_function

87
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24
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Protein function prediction using a variational autoencoder

FFPredGAN

19
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5
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Improving protein function prediction with synthetic feature samples created by generative adversarial networks

mantis

52
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6
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A package to annotate protein sequences

DeepGraphGO

31
Stars
10
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DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction

DeepCriticalLearning

31
Stars
4
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Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.

protein-uq

17
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1
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Benchmarking uncertainty quantification methods on proteins.

Metagenomic-DeepFRI

29
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6
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Pipeline for searching and aligning contact maps for proteins, then running DeepFri's GCN.

FLIP

84
Stars
12
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A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design