Integrate cupy in pycaret

[Celestino Laranjeira]

Hello everybody,

I'm an active user of PyCaret (https://github.com/pycaret/pycaret/), a low-code machine learning library, and recently thought about how we could integrate CuPy to speed up matrix operations using GPUs. PyCaret currently supports cuML for some operations, but this does not work natively on Windows (only via WSL), which limits its usability for many users.

I would like to know if the CuPy community is interested in collaborating on the integration of CuPy with PyCaret to enable GPU acceleration on Windows operating systems natively.

Let me know if this makes sense, and if so, what your opinion is.

Thanks