Some notes and video lecture on using generative models to perform Bayesian inference with minimal measurements.

This post explains the basics of the eigendecomposition, with some python code to illustrate a simple example.

This essay is based on ideas from A. J. Ayer’s book Language, Truth, & Logic. The first two sections detail my understanding of some concepts from this book, and the final section shares a short reflection.