Sort & Slice: a simple and superior alternative to hash-based folding for extended-connectivity fingerprints

Abstract Extended-connectivity fingerprints (ECFPs) are a ubiquitous tool in current cheminformatics and molecular machine learning, and one of the most prevalent molecular feature extraction techniques used for chemical prediction. Atom features learned by graph neural networks can be aggregated to...

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Bibliographic Details
Main Authors: Markus Dablander, Thierry Hanser, Renaud Lambiotte, Garrett M. Morris
Format: Article
Language:English
Published: BMC 2024-12-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-024-00932-y
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