Joel Grus - Livecoding an Autograd Library - Part 1

Joel Grus
Joel Grus
12.3 هزار بار بازدید - 6 سال پیش - Do you ever wonder how
Do you ever wonder how automatic differentiation libraries work? No? Maybe I'm the only one. Anyway, I'm going to see if I can create one on video and use it to solve some deep learning problems.

I have a vague plan of what I intend to accomplish, but this is not a polished or rehearsed performance, so expect some bumps along the way.

In part 1, I begin to implement a `Tensor` class and create a tensor `sum` function that knows how to differentiate itself. Along the way I demonstrate that I am not all that good at things like pytest and git.

code for this part at: https://github.com/joelgrus/autograd/...
6 سال پیش در تاریخ 1397/06/16 منتشر شده است.
12,354 بـار بازدید شده
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