Maxence-Lalis/pyrfume-data

Provenance and tracking for Pyrfume data sources

The Pyrfume Public Data Archive

Wrangled, pre-processed, and curated olfactory psychophysics data.

Intended for use with the pyrfume Python library:

pip install pyrfume

Examples:

import pyrfume

followed by e.g.:

# Load all the data from Bushdid et al, 2014 ("Humans Can Discriminate More than 1 Trillion Olfactory Stimuli")
molecules = pyrfume.load_data('bushdid_2014/molecules.csv', remote=True)
mixtures = pyrfume.load_data('bushdid_2014/mixtures.csv', remote=True)
behavior = pyrfume.load_data('bushdid_2014/behavior.csv', remote=True)

or e.g.:

# Load all the data from Snitz et al, 2013 ("Predicting Odor Perceptual Similarity from Odor Structure")
molecules = pyrfume.load_data('snitz_2013/molecules-info.csv', remote=True)
behavior = pyrfume.load_data('snitz_2013/behavior-main.csv', remote=True)

Analogous examples can be found here for other datasets.