The State of Machine Learning Frameworks

thegradient.pub

Wow. This is a really fantastic overview of the space right now. It essentially comes down to a PyTorch vs. TensorFlow conversation, where:

PyTorch has the research market, and is trying to extend this success to industry. TensorFlow is trying to stem its losses in the research community without sacrificing too much of its production capabilities. It will certainly take a long time before PyTorch can make a meaningful impact in industry - TensorFlow is too entrenched and industry moves slowly.

The article is actually quite accessible—highly recommended reading.

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