This is the repo for the video "Singular value decomposition and applications to image compression". https://youtu.be/DG7YTlGnCEo
Notebooks:
- image_compression.ipynb: The image compression example in the video.
- pi_matrix.ipynb: The random matrix example in the video.
- plotting_ellipses.ipynb: Some rotation and translation plots.
| Lab | Description | Open in Google Colab |
|---|---|---|
image_compression.ipynb |
Use Singular Value Decomposition to compress a small image |  |
pi_matrix_decoposition.ipynb |
Find the Singular Value Decomposition of a 4x4 matrix with the digits of pi | |
plotting_ellipses.ipynb |
Plot the stretched and rotated ellipses in the video | |
✅ Tip: Click any “Open in Colab” button to launch the lab in Google Colab. From there, you can run the notebook in the cloud, make edits, and save your changes back to your own Drive.