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GitHub topics: protein-representation-learning

LirongWu/awesome-protein-representation-learning

Awesome Protein Representation Learning

Size: 284 KB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 650 - Forks: 74

LirongWu/MAPE-PPI

Code for ICLR 2024 (Spotlight) paper "MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding"

Language: Python - Size: 6.81 MB - Last synced at: 13 days ago - Pushed at: 10 months ago - Stars: 258 - Forks: 45

LirongWu/PSC-CPI

Code for AAAI 2024 paper "PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction"

Language: Python - Size: 141 KB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 25 - Forks: 2

tbepler/protein-sequence-embedding-iclr2019

Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019

Language: Python - Size: 50.8 KB - Last synced at: 11 days ago - Pushed at: almost 4 years ago - Stars: 260 - Forks: 75

BorgwardtLab/PST

Protein Structure Transformer (PST): Endowing pretrained protein language models with structural knowledge

Language: Python - Size: 2.29 MB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 36 - Forks: 2

ISYSLAB-HUST/ProtFlash

ProtFlash: A lightweight protein language model

Language: Python - Size: 21.5 KB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 104 - Forks: 3

DeepGraphLearning/SiamDiff

Code for Pre-training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction (https://arxiv.org/abs/2301.12068)

Language: Python - Size: 1.86 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 5

DeepGraphLearning/GearNet

GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

Language: Python - Size: 512 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 278 - Forks: 29

HySonLab/Protein_Redesign

ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models

Language: Python - Size: 1.13 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 39 - Forks: 5