Wasserstein Generative Adversarial Network for analysing scRNAseq data.
This repo contains a Jupyter Notebook with a minimal version of the WGAN-GP algorithm.
Related manuscript is on bioRxiv
Dependencies: Tensorflow, NumPy, Pandas, scikit-learn
Clone the repo, ensure you have git lfs installed and perform git lfs pull for the CSV files
Watch discriminator/generator loss convergence: