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Crafting Interpreters: A Runnable, Semantics-First Cheat Sheet (Python)
Notebook companion to Crafting Interpreters. Chapters are distilled into a core semantic idea and presented via a runnable Python micro-example. Sections conclude with an end-to-end tree-walk and bytecode VM executions of the same tiny program.
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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.
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