Get the latest tech news

Show HN: A little notebook for learning linear algebra with Python


mport numpy as np The LAB Chapter 1. Vectors, scalars, and geometry 1.

Treating a big matrix as smaller pieces helps simplify calculations, especially in systems with structure (networks, coupled equations, or partitioned variables). The PageRank algorithm, made famous by Google, uses linear algebra and random walks on graphs to rank nodes (webpages, people, items). Next steps: dive deeper into numerical linear algebra, explore machine learning applications, or study advanced matrix factorizations (Jordan form, tensor decompositions).

Get the Android app

Or read this on Hacker News

Read more on:

Photo of python

python

Photo of Linear Algebra

Linear Algebra

Photo of little notebook

little notebook

Related news:

News photo

Python on the Edge: Fast, sandboxed, and powered by WebAssembly

News photo

Is Fortran better than Python for teaching basics of numerical linear algebra?

News photo

Nvmath-Python: Nvidia Math Libraries for the Python Ecosystem