protein-function-prediction topic
DeepPurpose
A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)
OntoProtein
[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding
VAE_protein_function
Protein function prediction using a variational autoencoder
FFPredGAN
Improving protein function prediction with synthetic feature samples created by generative adversarial networks
mantis
A package to annotate protein sequences
DeepGraphGO
DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction
DeepCriticalLearning
Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.
protein-uq
Benchmarking uncertainty quantification methods on proteins.
Metagenomic-DeepFRI
Pipeline for searching and aligning contact maps for proteins, then running DeepFri's GCN.
FLIP
A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design