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)
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
