isjakewong / MIRACLELinks
Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction
☆44Updated 3 years ago
Alternatives and similar repositories for MIRACLE
Users that are interested in MIRACLE are comparing it to the libraries listed below
Sorting:
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆89Updated 4 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated last year
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆122Updated last year
- ☆24Updated 3 years ago
- related to graph and deep Learning for drug-drug interactions prediction.☆28Updated 2 years ago
- ☆77Updated last year
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆91Updated last year
- ☆28Updated 4 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 3 years ago
- Code and Datasets for "Predicting Drug-Disease Associations through Layer Attention Graph Convolutional Networks"☆54Updated 2 years ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆13Updated 3 years ago
- ☆14Updated 5 years ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆28Updated 3 years ago
- Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".☆49Updated 3 years ago
- Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).☆80Updated 4 years ago
- ☆11Updated 3 years ago
- ☆27Updated last year
- MVGCN: a novel multi-view graph convolutional network (MVGCN) framework for link prediction in biomedical bipartite networks.☆22Updated 2 years ago
- Codes, datasets and appendix for AAAI-2023 paper "Multi-relational Contrastive Learning Graph Neural Network for Drug-drug Interaction Ev…☆17Updated 5 months ago
- ☆34Updated 4 years ago
- ☆26Updated last year
- Code of our IJCAI2021 paper: "Learning Attributed Graph Representation with Communicative Message Passing Transformer"☆40Updated 3 years ago
- A heterogeneous graph automatic meta-path learning method for drug-target interaction prediction☆13Updated last year
- ☆88Updated last year
- The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.☆11Updated 3 years ago
- MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction☆15Updated 8 months ago
- Drug-Target Interaction Prediction with GraphAttention networks☆18Updated 5 years ago
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆114Updated 10 months ago
- ☆11Updated 4 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆86Updated last year