Interactive Apps – Second Drafts

Python-Powered Visualizations

These interactive apps use Pyodide to run Python code directly in your browser. No server-side computation is needed - everything runs in your web browser!

Metropolis Random Walk

random-walk

mcmc

visualization

Explore random walks using the Metropolis algorithm and observe how particles move through space.

Jan 4, 2025

Metropolis-Hastings Algorithm

mcmc

statistics

algorithms

Visualize the Metropolis-Hastings algorithm, a Markov Chain Monte Carlo method for sampling from probability distributions.

Jan 3, 2025

Estimating π

monte-carlo

probability

visualization

Use Monte Carlo methods to estimate the value of π by randomly sampling points in a square.

Jan 2, 2025

Buffon’s Needle

probability

monte-carlo

visualization

Estimate the value of π using Buffon’s needle problem - a classic probability experiment that connects geometry with randomness.

Jan 1, 2025

Categories

Metropolis Random Walk

Metropolis-Hastings Algorithm

Estimating π

Buffon’s Needle