Pinned

1. AstraZeneca/awesome-drug-discovery-knowledge-graphs AstraZeneca/awesome-drug-discovery-knowledge-graphs Public

   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…

   173 19

2. AstraZeneca/biomedical-kg-topological-imbalance AstraZeneca/biomedical-kg-topological-imbalance Public

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

   Jupyter Notebook 14

3. AstraZeneca/awesome-drug-pair-scoring AstraZeneca/awesome-drug-pair-scoring Public

   Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

   85 14

4. AstraZeneca/kgem-in-drug-discovery AstraZeneca/kgem-in-drug-discovery Public

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

   Python 29 6

5. criteo-research/reco-gym criteo-research/reco-gym Public

   Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

   Jupyter Notebook 459 99

6. temporal-neighbourhood-aggregation temporal-neighbourhood-aggregation Public

   Code for the Big Data 2019 Paper - Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions

   Python 7 2