Pyhep 2021 Python Based Tools Pyhep 2021 Python Based Tools

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The KM3NeT collaboration builds, operates and maintains two water Cherenkov detectors for neutrino astronomy and physics ... Expanding HEP datasets and analysis challenges continues to give rise to advancing software within the ecosystem. The LHCb ... Matthew Feickert gives a tutorial on using pyhf for accelerating analyses and preserving likelihoods. Part of the The declarative approach to data analysis provides high-level abstractions for users to operate on their datasets in a much more ... This talk will cover the the best practices of making a highly compatible and installable Hans Dembinski looks at the past and future of the iminuit package during the

Enric Tejedor and Stefan Wunsch describe the new PyROOT that is the default for ROOT 6.22, with a talk and examples. Part of ... Uproot provides an easy way to get data from ROOT files into arrays and DataFrames, and Awkward Array lets you manipulate ... The BumpHunter algorithm is a well known test statistic designed to find a excess (or a deficit) in a data histogram with respect to ... The Standard Model Effective Field Theory (SMEFT) extends the SM with higher-dimensional operators each scaled by a ... Andrzej Novak describes the mplhep library for adding standard HEP plot styles to MatplotLib during the pyhepmc is a Pythonic frontend for the HepMC3 library and part of Scikit-HEP. It allows one to read/write HepMC3 records in ...

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Famous PyHEP 2021: MadMiner: a python based tool for simulation-based inference in HEP Profile
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PyHEP2022 Python Usage Within the LHCb Experiment
PyHEP 2021: Tuesday 6th July
PyHEP 2020 pyhf Tutorial
PyHEP 2021: A Python package for distributed ROOT RDataFrame analysis
PyHEP 2021: Powerful Python Packaging for Scientific Codes
PyHEP 2020 iminuit
PyHEP 2020 The New PyROOT
PyHEP 2021: Uproot and Awkward Array tutorial
PyHEP 2020 Python and HEP, a perfect match, in theory
PyHEP 2021: pyBumpHunter : A model agnostic bump hunting tool in python
PyHEP 2021: dEFT - a pure Python tool for constraining the SMEFT with differential cross sections
PyHEP 2021: zfit introduction, minimization and interoperability

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Last Updated: June 16, 2026

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