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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| 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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