Neataptic is a JavaScript library for building flexible neural networks where neurons and synapses can be dynamically removed. It supports training through neuro-evolution using genetic algorithms with multi-threading, as well as faster-than-competitor backpropagation. The library includes six built-in network architectures like Perceptron and LSTM, and allows custom network construction through pre-built layers.