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        "author": "Patrick T. Komiske III",
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        "description": "# EnergyFlow\n![alt-text](https://travis-ci.org/pkomiske/EnergyFlow.svg?branch=master \"Travis-CI Build Status\")\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/pkomiske/EnergyFlow/master)\n\nEnergyFlow is a Python package that computes Energy Flow Polynomials (EFPs) as defined in Ref. [1], implements Energy Flow Networks (EFNs) and Particle Flow Networks (PFNs) as defined in Ref. [2], computes Energy Mover's Distances as defined in Ref. [3], and provides access to some particle physics [datasets hosted on Zenodo](https://zenodo.org/search?page=1&size=20&q=komiske&sort=title) including the jet datasets in MOD HDF5 format used in Ref. [4].\n\n#### Installation\n\nTo install EnergyFlow with pip, simply execute:\n```sh\npip install energyflow\n```\n\n#### Documentation\n\nThe documentation is maintained at [https://energyflow.network](https://energyflow.network).\n\n##### References\n\n[1] P. T. Komiske, E. M. Metodiev, and J. Thaler, _Energy Flow Polynomials: A complete linear basis for jet substructure_, _[JHEP __04__ (2018) 013](https://doi.org/10.1007/JHEP04(2018)013)_ [[1712.07124](https://arxiv.org/abs/1712.07124)].\n\n[2] P. T. Komiske, E. M. Metodiev, and J. Thaler, _Energy Flow Networks: Deep Sets for Particle Jets_, _[JHEP __01__ (2019) 121](https://doi.org/10.1007/JHEP01(2019)121)_ [[1810.05165](https://arxiv.org/abs/1810.05165)].\n\n[3] P. T. Komiske, E. M. Metodiev, and J. Thaler, _The Metric Space of Collider Events_, [Phys. Rev. Lett. __123__ (2019) 041801](https://doi.org/10.1103/PhysRevLett.123.041801) [[1902.02346](https://arxiv.org/abs/1902.02346)].\n\n[4] P. T. Komiske, R. Mastandrea, E. M. Metodiev, P. Naik, and J. Thaler, _Exploring the Space of Jets with CMS Open Data_, [1908.08542](https://arxiv.org/abs/1908.08542).\n\n\n",
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        "keywords": "energy flow,energyflow,physics,jets,correlator,multigraph,polynomial,EFP,EFN,PFN,EMD,Energy Flow Network,Particle Flow Network,Deep Sets,architecture,neural network,metric,collider,CMS,open,Open Data,MOD,substructure",
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