10.9: Neural Networks: Matrix Math Part 3 - The Nature of Code
The Coding Train
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10.9: Neural Networks: Matrix Math Part 3 - The Nature of Code
64 913 просмотров · 8 лет назад
The Coding Train
1,76 млн подписчиков
64 913 просмотров · 8 лет назад
In this video, I implement matrix multiplication ("matrix product"). Code: https://thecodingtrain.com/tracks/neu...
💻 Code Example: https://github.com/CodingTrain/Toy-Ne...
🎥 Previous: • 10.8: Neural Networks: Updating Code to ES...
🎥 Next: • 10.10: Neural Networks: Matrix Math Part 4...
References:
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...
🔗 Brendan Fortuner's Linear algebra cheat sheet for deep learning: https://towardsdatascience.com/linear...
Videos:
🔗 Khan Academy's Linear Algebra class: https://www.khanacademy.org/math/line...
🔗 • Essence of linear algebra
🔗 Vector Dot Product: • 6.5: Vectors: Dot Product and Scalar Proje...
Timestamps:
0:00 Introduction
1:20 Matrix Product
4:40 Dot notation
5:48 Columns of A must be equal to rows of B
9:57 Add code for matrix product
19:40 Test code
26:03 Outro
27:40 Transpose
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
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#matrixalgebra #matrixproduct #javascript