Media Summary: 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

Pyhep 2021 Python Based Tools - Detailed Analysis & Overview

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 ... The Standard Model Effective Field Theory (SMEFT) extends the SM with higher-dimensional operators each scaled by a ... Uproot provides an easy way to get data from ROOT files into arrays and DataFrames, and Awkward Array lets you manipulate ...

This talk will cover the the best practices of making a highly compatible and installable Enric Tejedor and Stefan Wunsch describe the new PyROOT that is the default for ROOT 6.22, with a talk and examples. Part of ... The BumpHunter algorithm is a well known test statistic designed to find a excess (or a deficit) in a data histogram with respect to ...

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PyHEP 2021: Python-based tools and frameworks for KM3NeT
PyHEP 2021: MadMiner: a python based tool for simulation-based inference in HEP
PyHEP 2021: Level-up your Python (Part I)
PyHEP2022 Python Usage Within the LHCb Experiment
PyHEP 2020 pyhf Tutorial
PyHEP 2020 Python and HEP, a perfect match, in theory
PyHEP 2021: A Python package for distributed ROOT RDataFrame analysis
PyHEP 2021: Tuesday 6th July
PyHEP 2021: dEFT - a pure Python tool for constraining the SMEFT with differential cross sections
PyHEP 2021: Uproot and Awkward Array tutorial
PyHEP 2021: Powerful Python Packaging for Scientific Codes
PyHEP 2020 The New PyROOT
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PyHEP 2021: Python-based tools and frameworks for KM3NeT

PyHEP 2021: Python-based tools and frameworks for KM3NeT

The KM3NeT collaboration builds, operates and maintains two water Cherenkov detectors for neutrino astronomy and physics ...

PyHEP 2021: MadMiner: a python based tool for simulation-based inference in HEP

PyHEP 2021: MadMiner: a python based tool for simulation-based inference in HEP

MadMiner is a

PyHEP 2021: Level-up your Python (Part I)

PyHEP 2021: Level-up your Python (Part I)

This is a short course in intermediate

PyHEP2022 Python Usage Within the LHCb Experiment

PyHEP2022 Python Usage Within the LHCb Experiment

Expanding HEP datasets and analysis challenges continues to give rise to advancing software within the ecosystem. The LHCb ...

PyHEP 2020 pyhf Tutorial

PyHEP 2020 pyhf Tutorial

Matthew Feickert gives a tutorial on using pyhf for accelerating analyses and preserving likelihoods. Part of the

PyHEP 2020 Python and HEP, a perfect match, in theory

PyHEP 2020 Python and HEP, a perfect match, in theory

David Straub looks at the use of

PyHEP 2021: A Python package for distributed ROOT RDataFrame analysis

PyHEP 2021: A Python package for distributed ROOT RDataFrame analysis

The declarative approach to data analysis provides high-level abstractions for users to operate on their datasets in a much more ...

PyHEP 2021: Tuesday 6th July

PyHEP 2021: Tuesday 6th July

Day 2 of the

PyHEP 2021: dEFT - a pure Python tool for constraining the SMEFT with differential cross sections

PyHEP 2021: dEFT - a pure Python tool for constraining the SMEFT with differential cross sections

The Standard Model Effective Field Theory (SMEFT) extends the SM with higher-dimensional operators each scaled by a ...

PyHEP 2021: Uproot and Awkward Array tutorial

PyHEP 2021: Uproot and Awkward Array tutorial

Uproot provides an easy way to get data from ROOT files into arrays and DataFrames, and Awkward Array lets you manipulate ...

PyHEP 2021: Powerful Python Packaging for Scientific Codes

PyHEP 2021: Powerful Python Packaging for Scientific Codes

This talk will cover the the best practices of making a highly compatible and installable

PyHEP 2020 The New PyROOT

PyHEP 2020 The New PyROOT

Enric Tejedor and Stefan Wunsch describe the new PyROOT that is the default for ROOT 6.22, with a talk and examples. Part of ...

PyHEP 2021: pyBumpHunter : A model agnostic bump hunting tool in python

PyHEP 2021: pyBumpHunter : A model agnostic bump hunting tool in python

The BumpHunter algorithm is a well known test statistic designed to find a excess (or a deficit) in a data histogram with respect to ...