Archive - The Palindrome

Matrices and graphs

The single most undervalued fact of linear algebra: matrices are graphs, and graphs are matrices

Jan 9, 2023 •

The Camel Principle

What it is, how it works, and why it is essential

May 5 •

Vectorization in theory

Making expressions do more, faster

May 1, 2024 •

Machine Learning From Zero is ready to go!

The open source neural-networks-from-scratch book you were all waiting for

Oct 13, 2024 •

Can Large Language Models replace mathematicians?

Exploring the mathematical thinking of humans and LLMs

Apr 27 •

The Obstacle is the Path

On finding your own metrics for success in a world obsessed with everyone else's

Jun 11 •

Introduction to Computational Graphs

Neural Networks From Scratch, Part I

May 14 •

How large that number in the Law of Large Numbers is?

All large numbers are large, but some are larger than others

Sep 4, 2023 •

and

The Derivatives of Computational Graphs

Forward-mode differentiation and its shortcomings

May 30 •

The Anatomy of Logistic Regression

Basic model, invaluable insights

Jun 8 •

How to grow a decision tree

Beating neural networks one if-else condition at a time

Oct 26, 2024 •

The Computer Scientist's Guide to Graph Theory, ep. 03

Eulerian and Hamiltonian tours

Jan 8, 2024 •

and

Alejandro Piad Morffis

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