Open-source Principal Odor Map models for Olfaction
Project description
Open Principal Odor Map 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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