Binless-and-Binfull-Algorithms This follows the works of Krislock & Krislock. It can be found here https://arxiv.org/pdf/1405.4958.pdf and here https://nbviewer.jupyter.org/urls/debinning.hepforge.org/debinningSlideServer/ipython_notebook_slides/debinningWithNewStatistics.ipynb My interest is to see how these ideas can be applied to high energy astrophysical data.