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Add pyhf team slide
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matthewfeickert committed Jan 24, 2024
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51 changes: 51 additions & 0 deletions talk.md
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# `pyhf`: HistFactory in pure Python

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- First non-`C++`/ROOT implementation of the HistFactory p.d.f. template
.width-40[[![DOI](figures/zenodo.1169739.svg)](https://doi.org/10.5281/zenodo.1169739)] .width-40[[![DOI](https://joss.theoj.org/papers/10.21105/joss.02823/status.svg)](https://doi.org/10.21105/joss.02823)]
- pure-Python library as second implementation of HistFactory
- [`$ python -m pip install pyhf`](https://scikit-hep.org/pyhf/installation.html#install-from-pypi)
<!-- - [`$ micromamba install -c conda-forge pyhf`](https://prefix.dev/channels/conda-forge/packages/pyhf) -->
- No dependence on large `C++` ROOT framework!
]
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- Open source tool for all of HEP
- [IRIS-HEP](https://iris-hep.org/projects/pyhf.html) supported Scikit-HEP project
- Used in ATLAS SUSY, Exotics, and Top groups in [28 published analyses](https://scikit-hep.org/pyhf/citations.html#published-statistical-models)
- [Used by](https://scikit-hep.org/pyhf/citations.html#use-citations) flavor physics ([Belle II](https://inspirehep.net/literature/1860766)) and neutrino physics ([MicroBooNE](https://arxiv.org/abs/2310.07660)), phenomenology community ([`SModelS`](https://inspirehep.net/literature/1814793), [`MadAnalysis 5`](https://inspirehep.net/literature/2103971))
<!-- - Expanding to future experiments too! -->
- [![NumFOCUS Affiliated Project](https://img.shields.io/badge/NumFOCUS-Affiliated%20Project-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](https://numfocus.org/sponsored-projects/affiliated-projects)
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<!-- -->
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<p style="text-align:center;">
<a href="https://pypi.org/project/pyhf/">
<img src="figures/pyhf_PyPI.png"; width=100%>
</a>
</p>
]
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.circle.width-70[![Lukas](figures/collaborators/heinrich.png)]

[Lukas Heinrich](https://github.com/lukasheinrich)
]
.kol-1-3.center[
.circle.width-70[![Matthew](https://avatars2.githubusercontent.com/u/5142394)]

[Matthew Feickert](https://www.matthewfeickert.com/)
]
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.circle.width-65[![Giordon](figures/collaborators/stark.jpg)]

[Giordon Stark](https://github.com/kratsg)
]
]
]
]

---
# `pyhf`: HistFactory in pure Python

.kol-1-1[
.kol-1-2.large[
- First non-`C++`/ROOT implementation of the HistFactory p.d.f. template
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