Many interesting applications emerged with the increasing popularity of deep learning. This project explored natural language processing and visualization techniques as well as two neural network architectures to classify ICOs. The first network focused on the ICOs white-paper with a bi-directional LSTM attention network. The second targeted the ICOs website structure with a Graph neural network as well as page topics with Latent Dirichlet Analysis.