A suite of algorithms implementing Energy Statistics, E-Divisive with Means and Generalized ESD Test for Outliers in python. See The Use of Change Point Detection to Identify Software Performance Regressions in a Continuous Integration System and Creating a Virtuous Cycle in Performance Testing at MongoDB for background on the development and use of this library.