Automatic Differentiation: Differentiate (almost) any function

Описание к видео Automatic Differentiation: Differentiate (almost) any function

Automatic Differentiation is the backbone of every Deep Learning Library.

GitHub: https://github.com/tgautam03/jac

Music: No One Is Perfect by HoliznaCC0 (https://freemusicarchive.org/music/ho...)

00:00 - Recap
00:30 - Topics Overview
01:00 - Finite Differences
02:40 - Automatic Differentiation (Forward Pass)
04:28 - Local Gradients
05:30 - Backward Pass
07:38 - Conclusions

#3blue1brown #ml #machinelearning #neuralnetwork #ai

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