Lux.jl is a deep learning library for the Julia programming language that provides neural network components, automatic differentiation, and hardware acceleration support across GPUs and TPUs. It is designed with a focus on elegance and performance for scientific machine learning applications, integrating with Julia’s ecosystem for numerical computing.