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Thank you for your message. I thought about that issue a bit as I was writing this. It isn't a perfect comparison. However, I think comparing both the higher and lower level APIs together in terms of usage and popularity does provide value when trying to measure usage and interest.

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Yeah, listing Keras and FastAI in the same category as other original frameworks seems wrong to me.

On the other hand you should have absolutely included Caffe, as it is one of the major frameworks, and while there's a plan to merge it with Pytorch, it's hasn't happened yet (expected in Pytorch 1.0), and meanwhile if you want to use Caffe2 it's a very different tool from Pytorch.

Also, should have included Chainer.

Thank you so much for your message. I'm going to add Caffe because of it. I misread its status earlier. I might add Caffe2 and Chainer, but they score very low.

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