Haiyang-W / DTI-GAT
Drug-Target Interaction Prediction with GraphAttention networks
☆17Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for DTI-GAT
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆27Updated 2 years ago
- ☆25Updated 3 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆42Updated 2 years ago
- ☆16Updated 2 years ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆26Updated 2 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆84Updated 3 years ago
- ☆68Updated 3 months ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆10Updated 2 years ago
- MVGCN: a novel multi-view graph convolutional network (MVGCN) framework for link prediction in biomedical bipartite networks.☆22Updated 2 years ago
- ☆75Updated last year
- ☆10Updated 3 years ago
- The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.☆11Updated 2 years ago
- ☆14Updated 2 years ago
- ☆14Updated 4 years ago
- ☆23Updated 10 months ago
- related to graph and deep Learning for drug-drug interactions prediction.☆22Updated last year
- ☆21Updated 3 years ago
- MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction☆12Updated this week
- ☆17Updated last year
- ☆2Updated last year
- ☆11Updated 3 years ago
- ☆10Updated 2 years ago
- ☆9Updated 3 years ago
- ☆10Updated 2 years ago
- PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarit…☆22Updated 2 years ago
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆90Updated last month
- ☆18Updated 10 months ago
- Realizing DTINet with python☆27Updated 6 years ago
- The implementation of “GANLDA: Graph attention network for lncRNA-disease associations prediction”☆12Updated 3 years ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆72Updated 2 years ago