Read the preprint!
See A-SOiD for the code repository.
This repository hosts the code to generate the figures and the non-human primate data used in the publication.
The code to generate the main figures can be found in the notebooks folder. The data for the figures can be found in the data folder. The non-human primate data can be found in the demo dataset folder.
A-SOiD was developed as a collaboration between the Yttri Lab and Schwarz Lab by:
Jens Tillmann, University Bonn
Alex Hsu, Carnegie Mellon University
Martin Schwarz, University Bonn
Eric Yttri, Carnegie Mellon University
We thank the labs of Drs. Jan Zimmermann and Benjamin Hayden at the University of Minnesota for their patience and unpublished 3D OpenMonkeyStudio pose data.
Martin K. Schwarz SchwarzLab
Eric A. Yttri YttriLab
A-SOiD, an active learning platform for expert-guided, data efficient discovery of behavior.
Jens F. Tillmann, Alexander I. Hsu, Martin K. Schwarz, Eric A. Yttri
bioRxiv 2022.11.04.515138; doi: https://doi.org/10.1101/2022.11.04.515138
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