This repository houses a collection of open-source materials from a numerical computing course. The content encompasses a range of topics, featuring insights from lectures, project guidelines, and project solutions, complete with code snippets. Key areas covered include:
- PageRank Algorithm and Social Networks (additional content required for a more in-depth understanding of the algorithms).
- Graph Partitioning.
- Spectral Graph Clustering.
- Image Deblurring and the Conjugate Gradient Solver.
- Linear Programming and the Simplex Method.
- [UPCOMING] Least Squares for Real-World Problems.
Contributions through pull requests are welcome! Whether it's to update content, correct typos, or fix any mistakes, your input is valued and appreciated.