AMD is trying to do it but they were late to the party to start with. They maintain compatible versions of PyTorch and Tensorflow, among others. They support only Linux.
It might be that you could get those up and running in WSL 2, once the GPU passthrough functionality comes to general availability (currently it's only in insider build)[1] - but don't quote me on that as it's just a guess!