Machine Learning

Poor Man's Autograd

(Updated: Mar 31, 2026), Mar 27, 2026 | 11 min read
Categories: Machine Learning,
Tags: Neural Networks, Llm, Graphs,

Deriving the code for differentiating code. Inspired by microgpt.

Surprise! A derivation of entropy

(Updated: Jan 5, 2026), Dec 4, 2025 | 14 min read
Categories: Machine Learning, Computer Science,
Tags: Machine Learning,

I explain entropy to myself

Markov Chains – Random Text Generation

(Updated: Dec 4, 2025), Apr 29, 2016 | 3 min read
Categories: Machine Learning,
Tags: C/C++, Hpc, Markov,

Escaping Echochambers

(Updated: Dec 4, 2025), Oct 20, 2017 | 11 min read
Categories: Machine Learning,
Tags: Machine Learning, Principal Component Analysis, Visualization,