Turn your regular JavaScript code into a neural net

Handwired converts ordinary JavaScript code into a fully differentiable neural network with no training required, running in a browser without a GPU, according to the project's demos. The Mini OS demo renders a small desktop to regular DOM through 130 layers and 9,909 weights with zero training, while a separate demo searches 100,000 JSON documents by compiling regex matching, JSON parsing and highlighting into WebGPU kernels. The project also lets users unfreeze a compiled program's weights and train them in real time.