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I'm finally reading @fastdotai 's "A Layered API for Deep Learning" which describes the design of the new fastai v2 library. Everything I'm reading in here I keep saying "Yes- that's exactly what's needed!". I'm looking forward to making the switch.https://www.fast.ai/2020/02/13/fastai-A-Layered-API-for-Deep-Learning/ …
There's a well thought out software engineering effort in this, informed by quite a few years of both real world use and lots of iteration. Deep Learning software appears to be finally maturing and getting much easier to use practically, and fastai is leading that trend.
