Yes, indeed, although Tensorflow and Pytorch have a long way to go before their GPU versions are equally easy to install. Their GPU versions are currently incredibly hard to install correctly, even on Linux. Some users just give up and use prebuilt containers that although good good for production code, can be hard to develop with.