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Keras requires just a few lines of code, it's designed for easy use and practicality.

torch.nn offers a very similar interface to Keras (e.g. see Alexnet definition at https://github.com/pytorch/vision/blob/master/torchvision/mo...).

Pretty much no way to use neural networks (except for playing, like above) without writing code.

This[1] was posted earlier today to HN. Seems pretty simple to play with NNs without coding.