(Even) better histograms for noisy data
In 1998, Jeffrey Scargle invented an algorithm to perform optimal binning for photon counting data in gamma-ray observations. He named the algorithm Bayesian Blocks and provided an improved version of it in 2012. It was soon thereafter implemented in Python by Jake Vanderplas with a dynamic programming solution. …
