Abstract your array operations (autoray)

Autoray is a lightweight Python library designed to abstract array and tensor operations, enabling users to write backend-agnostic numeric code. It provides an automatic dispatch mechanism that works across various array libraries such as NumPy, PyTorch, JAX, TensorFlow, CuPy, Dask, and more, as long as they provide a NumPy-ish API. This allows for swapping custom functions, lazy computation tracing, and unified compilation interfaces. The library is actively maintained, with its current version being 0.8.10, and sees a continuous release cadence.