#python

Aug 7, 2022 · 22 min read

Implementing Alternating Least Squares (ALS) from Scratch in Python

A deep dive into building ALS for recommendation systems in Python. Includes the full derivation, a vectorized implementation, and an analysis of its real-world performance limits.