xzenglab / resources-for-DDIs-prediction-using-DLLinks
related to graph and deep Learning for drug-drug interactions prediction.
☆28Updated 2 years ago
Alternatives and similar repositories for resources-for-DDIs-prediction-using-DL
Users that are interested in resources-for-DDIs-prediction-using-DL are comparing it to the libraries listed below
Sorting:
- ☆29Updated 4 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆44Updated 3 years ago
- ☆88Updated 2 years ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆90Updated last year
- Code and Data for the paper: Graph Sampling-based Meta-Learning for Molecular Property Prediction [IJCAI2023]☆18Updated 2 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆89Updated 4 years ago
- ☆78Updated last year
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆28Updated 3 years ago
- A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.☆21Updated last year
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆128Updated last year
- ☆27Updated last year
- ☆25Updated 3 years ago
- Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".☆49Updated 3 years ago
- MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction☆15Updated 9 months ago
- ☆20Updated 2 years ago
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆116Updated last year
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆12Updated 3 years ago
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆124Updated 2 years ago
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆127Updated 2 years ago
- Codes, datasets and appendix for AAAI-2023 paper "Multi-relational Contrastive Learning Graph Neural Network for Drug-drug Interaction Ev…☆17Updated 6 months ago
- A heterogeneous graph automatic meta-path learning method for drug-target interaction prediction☆13Updated 2 years ago
- ☆14Updated 5 years ago
- This repository contains a PyTorch implementation of the paper "Hierarchical Graph Representation Learning for the Prediction of Drug-Tar…☆12Updated 3 years ago
- ☆14Updated 3 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated 2 years ago
- ☆29Updated 4 years ago
- The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.☆11Updated 3 years ago
- Code and Datasets for "Predicting Drug-Disease Associations through Layer Attention Graph Convolutional Networks"☆55Updated 2 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 3 years ago
- ☆25Updated last year