A-SOiD: An active learning platform for expert-guided, data efficient discovery of behavior.

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.

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Contributors:

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

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Acknowledgements:

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 Jan Zimmermann and Benjamin Hayden at the University of Minnesota for their patience and unpublished 3D OpenMonkeyStudio pose data.

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Get in contact:

Corresponding authors:

Martin K. Schwarz SchwarzLab

Eric A. Yttri YttriLab

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How to cite us:

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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