luoyunan / DTINet
A Network Integration Approach for Drug-Target Interaction Prediction
☆178Updated 2 years ago
Alternatives and similar repositories for DTINet:
Users that are interested in DTINet are comparing it to the libraries listed below
- NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions☆76Updated 3 years ago
- Realizing DTINet with python☆27Updated 6 years ago
- This is a code for compound-protein interaction (CPI) prediction based on a graph neural network (GNN) for compounds and a convolutional …☆161Updated 4 years ago
- ☆54Updated 5 years ago
- PGCN: Disease gene prioritization by disease and gene embedding through GCN☆77Updated 11 months ago
- Protein Interface Prediction using Graph Convolutional Networks☆92Updated 4 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆87Updated 4 years ago
- This is the repository for PIPR. This repository contains the source code and links to some datasets used in the ISMB/ECCB-2019 paper "Mu…☆96Updated 2 years ago
- ☆12Updated 5 years ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆78Updated 3 years ago
- ☆23Updated 3 years ago
- ☆24Updated 2 years ago
- Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano☆49Updated 6 years ago
- Heterogeneous disease-gene-related☆18Updated 3 years ago
- Code and Datasets for "Predicting Drug-Disease Associations through Layer Attention Graph Convolutional Networks"☆53Updated 2 years ago
- GraphDTA: Predicting drug-target binding affinity with graph neural networks☆247Updated 3 years ago
- A Python implementation of DTINet☆15Updated 2 years ago
- ☆72Updated 7 months ago
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆116Updated 2 years ago
- ☆17Updated 6 years ago
- Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data…☆34Updated 8 years ago
- MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)☆204Updated 2 years ago
- bioinformatics，miRNA, circRNA, lncRNA, microbe, protein, drug, disease, virus☆30Updated last year
- ☆26Updated 3 years ago
- DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences☆74Updated 3 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- Prediction of lncRNA-disease associations based on inductive matrix completion☆21Updated 6 years ago
- TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label…☆140Updated 2 years ago
- ☆33Updated 4 years ago
- Algorithms for prediction of drug-target interactions via computational (chemogenomic) methods☆44Updated 5 years ago