Dann is a deep learning library that provides a straightforward API for creating and training neural networks with JavaScript. It supports common deep learning operations including layers, activation functions, loss functions, and backpropagation. Users can construct networks layer by layer, train them on custom datasets, and serialize trained model states for later use.