pyhf: pure-Python implementation of HistFactory with tensors and automatic differentiation Talk at the ATLAS Statistics Forum on pyhf Talk given at the ATLAS Statistics Forum Viewable online here Acknowledgments pyhf is developed by Lukas Heinrich, Matthew Feickert, and Giordon Stark Matthew Feickert is supported in part by IRIS-HEP