violet-sto / TGSALinks
PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarity Augmentation"
☆23Updated 4 years ago
Alternatives and similar repositories for TGSA
Users that are interested in TGSA are comparing it to the libraries listed below
Sorting:
- GraphCDR: A graph neural network method with contrastive learning for cancer drug response prediction☆31Updated 4 years ago
- Multi-modal co-attention for drug-target interaction annotation and Its Application to SARS-CoV-2☆18Updated 2 years ago
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆140Updated 2 years ago
- ☆14Updated last year
- ☆58Updated last year
- ☆92Updated 2 years ago
- ☆59Updated last year
- ☆40Updated last year
- A bi-directional attention neural network for compound–protein interaction and binding affinity prediction.☆33Updated 3 years ago
- This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction pred…☆27Updated 4 years ago
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆122Updated last year
- ☆46Updated last year
- ☆18Updated 4 years ago
- ☆55Updated last year
- ☆23Updated 2 years ago
- DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences☆78Updated 3 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆31Updated 2 years ago
- ☆14Updated 3 years ago
- HyperAttentionDTI: improving drug–protein interaction prediction by sequence-based deep learning with attention mechanism. This repositor…☆45Updated 4 years ago
- ☆26Updated last year
- ☆69Updated 3 years ago
- MONN: a Multi-Objective Neural Network for Predicting Pairwise Non-Covalent Interactions and Binding Affinities between Compounds and Pro…☆104Updated 5 years ago
- This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep le…☆44Updated 6 years ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆83Updated 4 years ago
- BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions☆20Updated last year
- a novel DTA predition method using graph neural network☆76Updated 2 years ago
- The official codes and implementations of HimGNN model in paper:"HimGNN:a novel hierarchical molecular representations learning framewor…☆22Updated 2 years ago
- Geometry Deep Learning for Drug Discovery and Life Science☆72Updated last year
- SGPPI: structure-aware prediction of protein-protein interactions in rigorous conditions with graph convolutional network☆14Updated 3 years ago
- ☆32Updated 4 years ago