[NeurIPS 2023] We turn natural language descriptions of behaviors into machine-executable code
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pypi
. You can create a virtual env (conda, etc, see below*) or Docker and run:pip install 'amadeusgpt[streamlit]'
AmadeusGPT
directory. Then in your conda env/terminal run pip install 'amadeusgpt[streamlit]'
as described above. Then, to launch the Demo App execute in the terminal:make app
\examples
directory that hosts demo data and a Jupyter Notebook! Enjoy!If you use ideas or code from this project in your work, please cite us using the following BibTeX entry. 🙏
@article{ye2023amadeusGPT,
title={AmadeusGPT: a natural language interface for interactive animal behavioral analysis},
author={Shaokai Ye and Jessy Lauer and Mu Zhou and Alexander Mathis and Mackenzie Weygandt Mathis},
journal={Thirty-seventh Conference on Neural Information Processing Systems},
year={2023},
url={https://openreview.net/forum?id=9AcG3Tsyoq},
conda create --name amadeusGPT python=3.9
then run conda activate amadeusGPT
or you can also use our supplied conda if you git cloned the repo (navigate into the conda directory): conda env create -f amadesuGPT.yml
then pip install amadeusGPT once created/launched.cd Documents
) and run git clone https://github.com/AdaptiveMotorControlLab/AmadeusGPT.git
Then go into the dir (cd AmadeusGPT
)Cannot find SAM checkpoints. Skipping SAM
. Download them and add to "static" directory: wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth
conda install h5py
in your conda env.RuntimeError: No ffmpeg exe could be found. Install ffmpeg on your system, or set the IMAGEIO_FFMPEG_EXE environment variable.
try running conda install ffmpeg
.RuntimeError: Device type MPS is not supported for torch.Generator() api
run pip install --upgrade torch
.AmadeusGPT is license under the Apache-2.0 license.