pyhf is a pure-python implementation of the widely-used HistFactory p.d.f. template described in [CERN-OPEN-2012-016]. It also includes interval estimation is based on the asymptotic formulas of “Asymptotic formulae for likelihood-based tests of new physics” [arxiv:1007.1727]. The aim is also to support modern computational graph libraries such as PyTorch and TensorFlow in order to make use of features such as autodifferentiation and GPU acceleration.

A talk on pyhf by Matthew Feickert

GitHub DOI

Build Status Docker Automated Coverage Status Code Health CodeFactor Code style: black

Docs Binder

PyPI version Supported Python versionss Docker Stars Docker Pulls