Matrices 2

TRANSFORMATIVE MATRICES

Our Transformative Matrices graphic story provides an overview of neural networks and how they work. A PDF download of this story will be available soon.

See also:


COVER

See Gadanidis, Li, & Tan (2024) 


PAGE 1: Matrix operations transform space


PAGE 2


PAGE 3


PAGE 4: Mare abstract transformations


DO THE MATH

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

PAGE 5: Seeing the big picture


PAGE 6: Stretching transformations


DO THE MATH

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

Show a diagram to illustrate the effect.


PAGE 7: Algebra makes it easier


PAGE 8: Linear algebra


PYTHON ANIMATION

See the Python code

Binder

Google CoLab [>18 years old or district license] 


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?