wip

A collection of evolving notes. Some are messy, some are better. All aim to get things right — eventually.

Independent Component Analysis

Cocktail parties make me anxious

14 min read · October 10, 2025

2025 · linear_algebra statistics machine_learning
How do vector databases work?

Finding similar documents in large collections

21 min read · September 20, 2025

2025 · machine_learning graphs
Cross-entropy. Intuition and applications.

The secret sauce of machine learning

13 min read · August 01, 2025

2025 · information_theory machine_learning statistics
Covariance and precision

Learning the hidden structure of data

14 min read · July 16, 2025

2025 · linear_algebra graphs statistics
DNA language model fine-tuning and inference

Using Hugging Face transformers

21 min read · May 29, 2025

2025 · python machine_learning huggingface