Linear Algebra Project

Overview

This project focuses on implementing and exploring concepts in linear algebra. The current feature list can be seen below.

Features

SVD in Color Space

• SVD decomposition of A with spatial rows and color columns

  

• RGB decomposition (when hover over A)

  

• Rank-k approximation using dominant modes from SVD

  

• Rank-k approximation using dominant RGB channels (when hover over A)

  

Linalg

• Eigenvector Visualizer (Complex, real, defective)

  

• Change of basis visualizer

  

Development

1. Clone the repository:

   git clone https://github.com/roomrys/linalg.git

2. Run the server: (To avoid CORS error)

   python3 -m http.server 8000

3. Browse to:

   http://[::]:8000/

License

This project is licensed under the MIT License. See the LICENSE file for details.