# AccuSleePy

## Description

AccuSleePy is a python implementation of AccuSleep--a set of graphical user interfaces for scoring rodent
sleep using EEG and EMG recordings. If you use AccuSleep in your research, please cite our
[publication](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0224642):

Barger, Z., Frye, C. G., Liu, D., Dan, Y., & Bouchard, K. E. (2019). Robust, automated sleep scoring by a compact neural network with distributional shift correction. *PLOS ONE, 14*(12), 1–18.

The data used for training and testing AccuSleep are available at https://osf.io/py5eb/

Please contact zekebarger (at) gmail (dot) com with any questions or comments about the software.

## Installation instructions

WIP

## Tips & Troubleshooting

WIP

## Acknowledgements

We would like to thank [Franz Weber](https://www.med.upenn.edu/weberlab/) for creating an
early version of the manual labeling interface.
Jim Bohnslav's [deepethogram](https://github.com/jbohnslav/deepethogram) served as an
incredibly useful reference when reimplementing this project in python.
