TRANSFORMATIVE MATRICES

Our Transformative Matrices graphic story provides an overview of neural networks and how they work.

Get the PDF.

See also:

• Munchable Matrices graphic story
• Understanding Neural Networks infographic
• Mathematics of Neural Networks infographic

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COVER

^{_{See Gadanidis, Li, & Tan (2024)}} 

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PAGE 1: Matrix operations transform space

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PAGE 2

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PAGE 3

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PAGE 4: Mare abstract transformations

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DO THE MATH

• Complete the matrix operations shown below.
• What is the effect of each transformation?

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PAGE 5: Seeing the big picture

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PAGE 6: Stretching transformations

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DO THE MATH

Describe in words the effect of each of the transformations below.

Show a diagram to illustrate the effect.

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PAGE 7: Algebra makes it easier

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PAGE 8: Linear algebra

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PYTHON ANIMATION

See the Python code

Binder

• https://mybinder.org/v2/gh/AI-Education-Western-University/manim-notebooks/HEAD?labpath=Matrix+Tranformations.ipynb

Google CoLab [>18 years old or district license] 

• https://colab.research.google.com/drive/1gL2P-YWC1Qd-WOI1rY3BYL7icOJIZjN5?usp=sharing

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REFLECT

What did you learn?

• What did you learn about matrix transformations?
• What was most interesting to you?
• What surprised you?
• What else do you want to know?

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