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Introductory talk at PyHEP.dev 2023
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Matthew Feickert
July 25th, 2023
- Postdoc on ATLAS at the University of Wisconsin-Madison Data Science Institute
- IRIS-HEP Analysis Systems focus area lead
- pyhf core developer and maintainer
Prior art on this topic: neos
Nathan Simpson, Lukas Heinrich
"Leverages the shoulders of giants (jax and pyhf) to differentiate through a high-energy physics analysis workflow, including the construction of the frequentist profile likelihood." --- neos docs
- Working towards tool differentiability (personal focus on pyhf)
- Discussion and move towards tool adoption of HEP Statistics Serialization Standard (HS3)
- Improve the onboarding experience for new contributors to Scikit-HEP/PyHEP ecosystem (personal focus on pyhf)
Looking forward to a good week
