4 results found Sort:

kexinhuang12345
DeepPurpose kexinhuang12345
268
933
bsd-3-clause
31
A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)
ddi ppi qsar covid19 toolkit side-effects deep-learning bioinformatics drug-discovery dti-prediction drug-repurposing repurposing-drugs virtual-screening drug-drug-interaction drug-target-interaction drug-property-prediction drug-target-interactions protein-function-prediction protein-protein-interaction
Created 2020-03-19
529 commits to master branch, last one 21 days ago
benedekrozemberczki
tigerlily benedekrozemberczki
9
97
apache-2.0
2
TigerLily: Finding drug interactions in silico with the Graph.
ddi node graph biology embedding tigergraph deep-learning graph-database node-embedding graph-embedding knowledge-graph network-science pharmaceuticals machine-learning gradient-boosting heterogeneous-graph drug-drug-interaction unsupervised-learning graph-machine-learning
Created 2022-02-28
104 commits to main branch, last one about a year ago
AstraZeneca
awesome-drug-pair-scoring AstraZeneca
14
86
apache-2.0
12
Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
ddi gcn gnn drug decagon chemistry drug-design drug-synergy polypharmacy deep-learning deep-chemistry knowledge-graph drug-combination drug-repurposing machine-learning synergy-prediction relational-learning graph-neural-network drug-drug-interaction drug-target-interactions
Created 2021-03-28
214 commits to master branch, last one about a year ago
yueyu1030
SumGNN yueyu1030
19
79
unknown
0
[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.
gnn biosnap drugbank subgraph twosides bioinformatics drug-discovery knowledge-graph drug-drug-interaction graph-neural-networks biomedical-knowledge-graph
Created 2020-07-15
12 commits to master branch, last one 2 years ago