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pyhf - Pure-Python HistFactory

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library 0.7.6 ·python
verified Jun 28, 2026

pyhf is a pure-Python implementation of the HistFactory statistical model for binned data analysis, widely used in particle physics. It leverages modern tensor libraries like NumPy, TensorFlow, PyTorch, and JAX with automatic differentiation for efficient and scalable statistical inference. The current version is 0.7.6, and it follows a regular release cadence with patch releases addressing fixes and minor improvements, and minor versions introducing new features and sometimes API changes.

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