The GitHub repository "VortexNet" by samim23 offers toy implementations of neural computing concepts inspired by fluid dynamics. It includes scripts for building and training VortexNet Autoencoders on the MNIST dataset and custom image datasets, emphasizing educational purposes rather than fully optimized solutions. Users can clone the repository, install dependencies, and run the provided scripts to explore these neural architectures.