This repository is for the paper Exploring The Potential Of GANs In Biological Sequence Analysis
https://arxiv.org/abs/2303.02421
The GAN-based bio-sequences creation code is given in Code/GANs-Sequence-Creation.py file. the Code/t-SNE.py file contains code to get the t-SNE visualization of the given sequences based on their respectve target labels.
All the plots used in the paper are given in Figures
folder
If you use our code, please cite the following paper
@article{murad2023exploring,
title={Exploring The Potential Of GANs In Biological Sequence Analysis},
author={Murad, Taslim and Ali, Sarwan and Patterson, Murray},
journal={arXiv preprint arXiv:2303.02421},
year={2023}
}
For any questions, feel free to reach out to us at [email protected]