This library is a JavaScript framework for general-purpose computing on graphics processing units. It enables the execution of parallel mathematical operations directly within the browser by offloading data-heavy calculations to graphics hardware.
The project functions as a web-based math accelerator that converts standard JavaScript functions into shader code for execution on the graphics processor. It provides a unified interface that detects available graphics APIs and manages data transfer between system and graphics memory. To ensure compatibility across diverse environments, the library includes an automatic fallback mechanism that switches to standard CPU processing when graphics hardware is unavailable.
The framework supports large-scale numerical processing, including complex matrix and vector operations. It utilizes just-in-time compilation to transform high-level logic into machine code at runtime, facilitating parallel computing acceleration for data-intensive tasks.
