Open-source Principal Odor Map models for Olfaction
Project description
Open Principal Odor Map
https://github.com/ARY2260/openpom
Replication of the Principal Odor Map paper by Lee et al (2022). The model is implemented such that it integrates with DeepChem (https://github.com/deepchem/deepchem).
Contributors:
Aryan Barsainyan: Code, data cleaning, model development
Ritesh Kumar: data cleaning, hyperparameter optimisation
Pinaki Saha: discussions and feedback
Michael Schmuker: Conceptualisation, project lead
References:
A Principal Odor Map Unifies Diverse Tasks in Human Olfactory Perception.
Brian K. Lee, Emily J. Mayhew, Benjamin Sanchez-Lengeling, Jennifer N. Wei, Wesley W. Qian, Kelsie Little, Matthew Andres, Britney B. Nguyen, Theresa Moloy, Jane K. Parker, Richard C. Gerkin, Joel D. Mainland, Alexander B. Wiltschko bioRxiv 2022.09.01.504602; doi: (https://doi.org/10.1101/2022.09.01.504602)
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