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Feb, 2018
深度学习所需的矩阵微积分
The Matrix Calculus You Need For Deep Learning
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Terence Parr, Jeremy Howard
TL;DR
本文介绍用于理解深度神经网络训练所需的全部矩阵微积分，旨在帮助已掌握神经网络基础知识的读者深入理解其背后的数学，在需要时提供数学知识的相关链接以及总结关键矩阵微积分规则和术语的参考文献。
Abstract
This paper is an attempt to explain all the
matrix calculus
you need in order to understand the
training
of
deep neural networks
. We assum
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