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 Brian K. Lee et al. (2023). The model is implemented such that it integrates with DeepChem (https://github.com/deepchem/deepchem).
Contributors:
Aryan Amit Barsainyan, National Institute of Technology Karnataka, India: code, data cleaning, model development
Ritesh Kumar, CSIR-CSIO, Chandigarh, India: data cleaning, hyperparameter optimisation
Pinaki Saha, University of Hertfordshire, UK: discussions and feedback
Michael Schmuker, University of Hertfordshire, UK: 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 A. Little, Matthew Andres, Britney B. Nguyen, Theresa Moloy, Jacob Yasonik, Jane K. Parker, Richard C. Gerkin, Joel D. Mainland, Alexander B. Wiltschko
Science381,999-1006(2023).DOI: [10.1126/science.ade4401](https://doi.org/10.1126/science.ade4401) bioRxiv 2022.09.01.504602; doi: [https://doi.org/10.1101/2022.09.01.504602](https://doi.org/10.1101/2022.09.01.504602)
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