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Learned Metric Index (LMI) is an index for approximate nearest neighbor search on complex data using machine learning and probability-based navigation.
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# Getting started
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See examples of how to index and search in a dataset in: [01_Introduction.ipynb](01_Introduction.ipynb) notebook.
> PROCHÁZKA, David, Terézia SLANINÁKOVÁ, Jaroslav OĽHA, Adrián ROŠINEC, Katarína GREŠOVÁ, Miriama JÁNOŠOVÁ, Jakub ČILLÍK, Jana PORUBSKÁ, Radka SVOBODOVÁ, Vlastislav DOHNAL a Matej ANTOL.: [AlphaFind: Discover structure similarity across the entire known proteome](https://www.biorxiv.org/content/10.1101/2024.02.15.580465v1). BioRxiv (pre-print version)
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> Procházka, D., Slanináková, T., Oľha, J., Rošinec, A., Grešová, K., Jánošová, M., Čillík, J., Porubská, J., Svobodová, R., Dohnal, V., & Antol, M. (2024). [AlphaFind: discover structure similarity across the proteome in AlphaFold DB](https://academic.oup.com/nar/article/52/W1/W182/7673488). Nucleic Acids Research.
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