This is a test library to provide reference implementations of MCMC algorithms and ideas. The basis and reference for much of this library is from Michael Betancourt’s wonderful A Conceptual Introduction to Hamiltonian Monte Carlo. The highlight of the library right now is the ~15 line Hamiltonian Monte Carlo implementation (which relies on an 8 line integrator). This is commented and documented, with an aim to be instructive to read.
A library for making ridge plots of… ridges. Choose a location, get an elevation map, and tinker with it to make something beautiful. Heavily inspired from Zach Cole’s beautiful art, Jake Vanderplas’ examples, and Joy Division’s 1979 album “Unknown Pleasures”. Uses matplotlib, SRTM.py, numpy, and scikit-image (for lake detection).
A twitter bot inspired by the wonderful @NYT_first_said, this project uses the Media Cloud project to find the earliest mention of a word in major English language newspapers. It uses this to issue a smugly superior tweet.
A library for finding atom, rss, rdf, and xml feeds from web pages. Produced at the mediacloud project. An incremental improvement over feedfinder2, which was itself based on feedfinder, written by Mark Pilgrim, and maintained by Aaron Swartz until his untimely death.