1 code implementation • 13 Dec 2021 • Stephen Bonner, Ufuk Kirik, Ola Engkvist, Jian Tang, Ian P Barrett
We provide support for this observation across different datasets, models as well as predictive tasks.
2 code implementations • 17 May 2021 • Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, Charles Tapley Hoyt, William L Hamilton
Knowledge Graphs (KG) and associated Knowledge Graph Embedding (KGE) models have recently begun to be explored in the context of drug discovery and have the potential to assist in key challenges such as target identification.
2 code implementations • 19 Feb 2021 • Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, Andreas Bender, Charles Tapley Hoyt, William L Hamilton
We aim to help guide machine learning and KG practitioners who are interested in applying new techniques to the drug discovery field, but who may be unfamiliar with the relevant data sources.