PyHEP 2020 (virtual) Workshop

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Sessions*

Fitting & statistics

Performance

Fitting & statistics

Analysis platforms & automatic differentiation

Welcome & Analysis platforms

Analysis systems

HEP analysis ecosystem & performance

Analysis fundamentals & analysis platforms

Welcome & Analysis fundamentals

Analysis platforms

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Contributions*

A new PyROOT for ROOT 6.22 (in session "Analysis fundamentals & analysis platforms")

A prototype U.S. CMS analysis facility (TUTORIAL) (in session "Analysis platforms")

Columnar Analysis at Scale with Coffea (TUTORIAL) (in session "Analysis platforms & automatic differentiation")

Design Pattern for Analysis Automation on Interchangeable, Distributed Resources using Luigi Analysis Workflows (in session "Analysis fundamentals & analysis platforms")

Ganga: flexible use of of virtualisation for user based large scale computations (TUTORIAL) (in session "Welcome & Analysis platforms")

High Granularity Calorimeter (HGCAL) test beam analysis using Jupyter notebooks (in session "Analysis platforms & automatic differentiation")

High-performance Python (TUTORIAL) (in session "Performance")

iminuit: Past and Future (in session "Fitting & statistics")

Integrated Data Acquisition in Python (in session "Analysis systems")

Integrating Coffea and Work Queue (in session "Analysis platforms")

Integrating GPU libraries for fun and profit (in session "HEP analysis ecosystem & performance")

Introduction to automatic differentiation (TUTORIAL) (in session "Analysis platforms & automatic differentiation")

Jagged physics data analysis with numba, awkward and uproot on a GPU (TUTORIAL) (in session "Welcome & Analysis fundamentals")

Machine learning technique for signal-background separation of nuclear interaction vertices in the CMS detector (in session "Fitting & statistics")

Model building and statistical inference with zfit and hepstats (TUTORIAL) (in session "Fitting & statistics")

mplhep: bridging Matplotlib and HEP (in session "HEP analysis ecosystem & performance")

neos: physics analysis as a differentiable program (in session "Analysis platforms & automatic differentiation")

Providing Python Bindings For Complex and Feature-Rich C and C++ Libraries (in session "HEP analysis ecosystem & performance")

pyhf: Accelerating analyses and preserving likelihoods (TUTORIAL) (in session "Fitting & statistics")

Python & HEP: a perfect match, in theory (in session "Analysis fundamentals & analysis platforms")

resample: use the bootstrap and jackknife from Python (in session "Analysis fundamentals & analysis platforms")

ROOT preprocessing pipeline for machine learning with TensorFlow (in session "HEP analysis ecosystem & performance")

Rubin Observatory: The software behind the science (in session "Welcome & Analysis platforms")

ServiceX: On-Demand Data Transformation and Delivery for the Present and HL-LHC Era (in session "Analysis fundamentals & analysis platforms")

SModelS – a tool for interpreting simplified-model results from the LHC (in session "Fitting & statistics")

Tensorflow-based Maximum Likelihood fits for High Precision Standard Model Measurements at CMS (in session "Fitting & statistics")

The boost-histogram package (in session "HEP analysis ecosystem & performance")

The NanoEvents object (in session "Welcome & Analysis fundamentals")

ThickBrick: Optimal event selection and categorization in high energy physics (TUTORIAL) (in session "Analysis systems")

TITANIA - how to structure detector monitoring (in session "Welcome & Analysis fundamentals")

Uproot & Awkward Arrays (TUTORIAL) (in session "Welcome & Analysis fundamentals")

Welcome and workshop overview (in session "Welcome & Analysis fundamentals")

Welcome and workshop overview (in session "Welcome & Analysis platforms")

zfit - TensorFlow 2.0: dynamic and compiled HPC (in session "Fitting & statistics")

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Events scheduled on*

13/07/2020

14/07/2020

15/07/2020

16/07/2020

17/07/2020

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