drug-discovery-knowledge-graph

There are 2 repositories under drug-discovery-knowledge-graph topic.

• AstraZeneca / awesome-drug-discovery-knowledge-graphs

  A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of biomedical datasets relating to drug discovery: a knowledge graph perspective" (Briefings in Bioinformatics, 2022)

  drug-discoveryknowledge-graphawesome-listdrug-discovery-knowledge-graph
  179

• AstraZeneca / kgem-in-drug-discovery

  Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence in the Life Sciences, 2022)

  drug-discoverydrug-discovery-knowledge-graphknowledge-graphknowledge-graph-embedding-modelsknowledge-graph-embeddingstarget-prediction
  Language:Python 29

• AstraZeneca / biomedical-kg-topological-imbalance

  Code to accompany the "Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs" (Briefings in Bioinformatics, 2022)

  drug-discoverydrug-discovery-knowledge-graphknowledge-graphknowledge-graph-completiontarget-prediction
  Language:Jupyter Notebook 15