https://github.com/csfelix/nlp-2.1-matrix-decomposition

💬 Algorithms to Decompose Matrices
https://github.com/csfelix/nlp-2.1-matrix-decomposition

eigen-decomposition linear-algebra lu lu-decomposition math matrix-decomposition plu plu-decomposition qr qr-decomposition singular-value-decomposition spectral-decomposition svd svd-decomposition

Last synced: 4 months ago
JSON representation

💬 Algorithms to Decompose Matrices

• Host: GitHub
• URL: https://github.com/csfelix/nlp-2.1-matrix-decomposition
• Owner: CSFelix
• License: mit
• Created: 2025-04-04T01:55:59.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-04-10T02:31:26.000Z (about 1 year ago)
• Last Synced: 2025-11-22T12:27:11.238Z (7 months ago)
• Topics: eigen-decomposition, linear-algebra, lu, lu-decomposition, math, matrix-decomposition, plu, plu-decomposition, qr, qr-decomposition, singular-value-decomposition, spectral-decomposition, svd, svd-decomposition
• Language: Jupyter Notebook
• Homepage:
• Size: 1.47 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
💬 NLP Chapter 2.1: Matrix Decomposition 💬




  



---

# Notebooks

[00 | LU Decomposition](https://www.kaggle.com/code/dsfelix/00-lu-decomposition)

[01 | PLU Decomposition](https://www.kaggle.com/code/dsfelix/01-plu-decomposition)

[02 | QR Decomposition](https://www.kaggle.com/code/dsfelix/02-qr-decomposition)

[03 | Spectral Decomposition](https://www.kaggle.com/code/dsfelix/03-spectral-decomposition)

[04 | Singular Value Decomposition](https://www.kaggle.com/code/dsfelix/04-singular-value-decomposition)