zw9977129 / drug-drug-interaction
Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data'
☆34Updated 8 years ago
Alternatives and similar repositories for drug-drug-interaction:
Users that are interested in drug-drug-interaction are comparing it to the libraries listed below
- Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity☆30Updated 4 years ago
- Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network☆90Updated 5 years ago
- SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks (Scientific Reports)☆65Updated 5 years ago
- ☆56Updated 5 years ago
- ☆28Updated 3 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆85Updated 9 months ago
- ☆14Updated 2 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- drugbank相关数据的处理,包括获取药物sdf结构文件,drug相关信息,drug作用相关蛋白信息,drugbank中drug id与其他数据库的映射,protein蛋白相关信息到其他数据库的映射☆19Updated 3 years ago
- ☆17Updated 2 years ago
- ☆74Updated 9 months ago
- GraphCDR: A graph neural network method with contrastive learning for cancer drug response prediction☆27Updated 3 years ago
- ☆27Updated 4 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated 2 years ago
- ☆16Updated 3 years ago
- Method for drug repurposing from knowledge graphs and literature☆34Updated 4 years ago
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆29Updated 4 years ago
- CASTER: Predicting Drug Interactions with Chemical Substructure Representation (AAAI 2020)☆26Updated 4 years ago
- Analysis notebooks and database interaction scripts for the nsides project☆19Updated 7 months ago
- Drug repositioning based on Heterogeneous network and Text Mining☆14Updated 3 years ago
- This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep le …☆42Updated 5 years ago
- ☆86Updated last year
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆43Updated 3 years ago
- NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions☆77Updated 3 years ago
- DeepDrug: A general graph-based deep learning framework for drug relation prediction☆60Updated 2 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆88Updated 4 years ago
- Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence…☆33Updated this week
- DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction (ECAI 2020)☆26Updated 4 years ago
- ☆55Updated 4 years ago
- ☆34Updated 4 years ago