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Visualize Different Matrices part1 | SEE Matrix, Chapter 1
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Visualizing, identity matrix, scalar matrix, reflection matrix, diagonal matrix, zero matrix, shear matrix, orthogonal matrix, projection matrix, inverse of a matrix.
Chapters:
0:00 Visualize Matrix, but how ?
3:07 Identity Matrix
4:02 Scalar Matrix
6:23 Matrix in 3D
7:01 off-one Matrix
8:45 Reflection Matrix
10:54 Diagonal Matrix
14:00 Zero Matrix
Hopefully providing more intuition about matrix transformation on vectors and making the very abstract object of matrix, more relatable to us. This visual approach to matrix transformation also is the foundation to the Grand Finale of visualizing SVD.
This video wouldn’t be possible without the inspiration of the legendary 3b1b :
and the animation software - Manim, which he wrote:
and the Manim Community:
Video Sins:
2. Sorry for calling identity matrix ‘boring’, it’s perhaps the most special matrix that there is. Consider every other matrices that exist does some transformation on vector, the identify matrix is the only one that does nothing. Many proofs in Lin Alg actually relies on assistances of identity matrix.
4. Whenever it said “scale x axis by 3” on screen, it’s the lazy way of saying stretching vectors longer by factor of 3 purely in the x axis direction (horizontal direction).
Image Credits:
super mario, nyan cat, crypto punk, plants vs zombie-peashooter, and Obito
Chapters:
0:00 Visualize Matrix, but how ?
3:07 Identity Matrix
4:02 Scalar Matrix
6:23 Matrix in 3D
7:01 off-one Matrix
8:45 Reflection Matrix
10:54 Diagonal Matrix
14:00 Zero Matrix
Hopefully providing more intuition about matrix transformation on vectors and making the very abstract object of matrix, more relatable to us. This visual approach to matrix transformation also is the foundation to the Grand Finale of visualizing SVD.
This video wouldn’t be possible without the inspiration of the legendary 3b1b :
and the animation software - Manim, which he wrote:
and the Manim Community:
Video Sins:
2. Sorry for calling identity matrix ‘boring’, it’s perhaps the most special matrix that there is. Consider every other matrices that exist does some transformation on vector, the identify matrix is the only one that does nothing. Many proofs in Lin Alg actually relies on assistances of identity matrix.
4. Whenever it said “scale x axis by 3” on screen, it’s the lazy way of saying stretching vectors longer by factor of 3 purely in the x axis direction (horizontal direction).
Image Credits:
super mario, nyan cat, crypto punk, plants vs zombie-peashooter, and Obito
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