4 small Linear Algebra related scripts, put together as a Streamit app. Done as the final project of a Linear Algebra course.

List of projects:

• Image compression using SVD decomposition
• Linear System solver using Least Squares and Linear Regression (Aren't they the same thing)
• Implementation of the famous PageRank algorithm
• Sentence processor using TF-IDF, Word2Vec and FastText

Run:

uv run streamlit run app/main.py