Blog

Why I'm keeping a public notebook of the math and code ideas I find beautiful — and how this blog is set up.

A classic: throw random darts at a square, count how many land in the circle, and watch π emerge. Math, code, a plot, and a convergence table.

The gradient points uphill, so we step the other way. A short derivation of why that's the locally optimal move.