hauldhut / GraphDRP
☆25Updated 4 years ago
Alternatives and similar repositories for GraphDRP:
Users that are interested in GraphDRP are comparing it to the libraries listed below
- PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarit…☆23Updated 3 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated last year
- ☆26Updated 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
- SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks (Scientific Reports)☆63Updated 4 years ago
- Multi-modal co-attention for drug-target interaction annotation and Its Application to SARS-CoV-2☆16Updated last year
- code for Zagidullin et al 2021 "Comparative analysis of molecular fingerprints in prediction of drug combination effects"☆16Updated 2 years ago
- DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction (ECAI 2020)☆26Updated 4 years ago
- ☆14Updated 2 years ago
- ☆81Updated last year
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆26Updated 2 years ago
- ☆46Updated 5 months ago
- A unified framework for predicting drug-target interactions, binding affinities and activation/inhibition mechanisms.☆11Updated last week
- ☆12Updated 9 months ago
- Drug repositioning based on Heterogeneous network and Text Mining☆14Updated 3 years ago
- GraphCDR: A graph neural network method with contrastive learning for cancer drug response prediction☆25Updated 3 years ago
- This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction pred…☆27Updated 3 years ago
- ☆14Updated 4 years ago
- ☆50Updated 5 months ago
- The official code implementation for DREAMwalk in Python.☆16Updated last year
- ☆16Updated 3 years ago
- ☆11Updated 3 years ago
- DeepDrug: A general graph-based deep learning framework for drug relation prediction☆53Updated 2 years ago
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆15Updated last year
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆28Updated 2 years ago
- ☆13Updated 2 years ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆74Updated 2 years ago
- K-BERT for molecular property prediction.☆29Updated 2 years ago
- A bi-directional attention neural network for compound–protein interaction and binding affinity prediction.☆30Updated 2 years ago
- Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data…☆34Updated 8 years ago