zhanglu-cst / Drug-Target-Interaction
Predict whether the protien sequence and the drug SMILES will be interact with each other
☆13Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Drug-Target-Interaction
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆27Updated 2 years ago
- Official implementation of 'Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity' (KDD…☆35Updated 2 years ago
- ☆17Updated 8 months ago
- This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep le…☆41Updated 5 years ago
- ☆43Updated last year
- ☆12Updated 3 years ago
- AttentionDTA: prediction of drug–target binding affinity using attention model.https://ieeexplore.ieee.org/abstract/document/8983125☆13Updated 4 years ago
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)☆48Updated 5 months ago
- BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions☆17Updated 5 months ago
- Predicting Drug Protein Interaction using Quasi-Visual Question Answering System☆109Updated 3 months ago
- Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano☆47Updated 5 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
- Recent application of graph neural network in drug discovery☆10Updated 4 years ago
- a novel DTA predition method using graph neural network☆70Updated last year
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆15Updated last year
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆42Updated 2 years ago
- HyperAttentionDTI: improving drug–protein interaction prediction by sequence-based deep learning with attention mechanism. This repositor…☆38Updated 3 years ago
- An official Molecule Transformer Drug Target Interaction (MT-DTI) model☆34Updated 4 years ago
- Protein-protein interacting site predictor using deep graph convolutional network☆11Updated last year
- CASTER: Predicting Drug Interactions with Chemical Substructure Representation (AAAI 2020)☆26Updated 4 years ago
- ☆25Updated 3 years ago
- The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.☆11Updated 2 years ago
- ☆44Updated 2 months ago
- Code of our IJCAI2021 paper: "Learning Attributed Graph Representation with Communicative Message Passing Transformer"☆39Updated 2 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆40Updated last year
- Protein-protein interaction sites prediction through combining local and global features with deep neural networks☆52Updated 5 years ago
- ☆77Updated last year
- Multi-modal co-attention for drug-target interaction annotation and Its Application to SARS-CoV-2☆16Updated last year
- ☆72Updated last year
- DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction (ECAI 2020)☆26Updated 4 years ago