Python package for the Energy Flow suite of particle physics tools

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Project description

EnergyFlow

alt-text

EnergyFlow is a Python package that computes Energy Flow Polynomials (EFPs) defined in Ref. [1], implements Energy Flow Networks (EFNs) and Particle Flow Networks (PFNs) defined in Ref. [2], and computes Energy Mover's Distances as defined in Ref. [3].

Installation

To install EnergyFlow with pip, simply execute:

pip install energyflow

Documentation

The documentation is maintained at https://energyflow.network.

References

[1] P. T. Komiske, E. M. Metodiev, and J. Thaler, Energy Flow Polynomials: A complete linear basis for jet substructure, JHEP 04 (2018) 013 [1712.07124].

[2] P. T. Komiske, E. M. Metodiev, and J. Thaler, Energy Flow Networks: Deep Sets for Particle Jets, JHEP 01 (2019) 121 [1810.05165].

[3] P. T. Komiske, E. M. Metodiev, and J. Thaler, The Metric Space of Collider Events, 1902.02346.

Project details

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Release history Release notifications | RSS feed

1.4.0

Nov 1, 2024

1.3.4

Nov 1, 2024

1.3.3a0 pre-release

Mar 21, 2024

1.3.2

Feb 27, 2021

1.3.1

Feb 27, 2021

1.3.0

Nov 16, 2020

1.2.0

Oct 12, 2020

1.1.3

Oct 9, 2020

1.1.2

Sep 3, 2020

1.1.1

Sep 3, 2020

1.1.0

Aug 3, 2020

1.0.3

Apr 13, 2020

1.0.2

Dec 2, 2019

1.0.1

Nov 21, 2019

1.0.0

Nov 13, 2019

0.13.2

Aug 28, 2019

0.13.1

Aug 21, 2019

0.13.0

Aug 21, 2019

This version

0.12.3

May 25, 2019

0.12.2

Mar 21, 2019

0.12.1

Mar 20, 2019

0.12.0

Mar 19, 2019

0.11.2

Mar 11, 2019

0.11.1

Feb 27, 2019

0.11.0

Feb 14, 2019

0.10.5

Oct 19, 2018

0.10.4

Oct 18, 2018

0.10.3

Aug 6, 2018

0.10.2

Aug 3, 2018

0.10.1

Aug 3, 2018

0.10.0

Aug 2, 2018

0.9.2

Jul 20, 2018

0.9.1

Jul 20, 2018

0.9.0

Jul 13, 2018

0.8.2

May 15, 2018

0.8.1

Apr 20, 2018

0.7.4

Mar 29, 2018

0.7.3

Mar 9, 2018

0.7.2

Mar 9, 2018

0.7.1

Mar 9, 2018

0.7.0

Mar 9, 2018

0.6.0

Mar 6, 2018

0.5.1

Mar 3, 2018

0.5.0

Feb 20, 2018

0.4.2

Jan 23, 2018

0.4.1

Jan 10, 2018

0.4.0

Dec 20, 2017

0.3.5

Dec 20, 2017

0.3.4

Dec 20, 2017

0.3.3

Dec 20, 2017

0.3.2

Dec 11, 2017

0.3.1

Dec 9, 2017

0.3.0

Dec 8, 2017

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