Rmlx is an R package that connects to Apple's MLX framework, allowing users to leverage GPU computing on Apple Silicon. It supports various backend configurations for efficient matrix operations and automatic differentiation. The package facilitates high-performance computations directly from R, making it suitable for data analysis and machine learning tasks.