190305_C_elegans_Sir_Isaac_figshare.zip (91.28 MB)

Data and Code Archive for "Automated, predictive, and interpretable inference of C. elegans escape dynamics"

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posted on 2019-03-05, 23:43 authored by Bryan DanielsBryan Daniels, William Ryu, Ilya NemenmanIlya Nemenman

This file archive contains data and code used to support the publication "Automated, predictive, and interpretable inference of C. elegans escape dynamics," to appear in the Proceedings of the National Academy of Sciences USA.

Using the data and code in this archive, along with other openly available code (including particularly Sir Isaac), should allow one to reproduce all analysis and figures from the paper.

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C. elegans nociception behavior statistical inference dynamical inference machine learning Phenomenological models Biological Physics Computational Biology

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MIT

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