Build Your Own Automatic Differentiation Program

Build Your Own Automatic Differentiation Program

For anyone who’s completely lost at how graphs can be used to compute derivatives, or just wants to know how TensorFlow works at a…

For anyone who’s completely lost at how graphs can be used to compute derivatives, or just wants to know how TensorFlow works at a fundamental level, this is your guide. Deep learning is so popular and so widespread these days, it’s easy to ask the question, “Why did it take so long for people to figure this out?” There are a number of reasons why, and getting into the history of deep learning is really not the focus of this post (the introduction to Reference [1] does a nice job), but one of the key advances that makes this revolution roll is automatic differentiation (AutoDiff).

tensorflow automatic-differentiation directed-acyclic-graph graph

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In this newsletter, see different material on graph databases including a key graph database technology, cutting edge research, and more!Parts of the world are still in lockdown, while others are returning to some semblance of normalcy.

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In this newsletter, see different material on graph databases including a key graph database technology, cutting edge research, and more! Parts of the world are still in lockdown, while others are returning to some semblance of normalcy.

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