FastJet Contrib for computing the Energy Mover's Distance and related geometric quantities

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Project description

EventGeometry

EventGeometry is a Python package as well as FastJet contrib written primarily in C++. It incorporates the Wasserstein package for computing Wasserstein distances (known in particle physics as the Energy Mover's Distance) into the FastJet ecosystem.

Documentation

The Wasserstein package has good Python and C++ documentation. The main additions of the EventGeometry package are a FastJetEvent class that enables events composed either of a PseudoJet with constituents, or a vector of PseudoJets that can represent any particles.

Particle Weights

The EMD requires a notion of "weight" to use for each particle. EventGeometry is quite flexible in this regard, and allows for the following options:

For use primarily with hadronic/pp events:

For use primarily with e+e- events:

For more details, see the source code.

Pairwise Distances

The EMD also requires a notion of distance between particles. EventGeometry supports several options:

For use primarily with hadronic/pp events:

For use primarily with e+e- events:

Preprocessors

The EMD and PairwiseEMD classes can preprocess events before computing the Energy Mover's Distance. Available preprocessors include:

CenterEScheme: Computes the E-scheme axis (by adding Cartesian four-momenta) and centers the particles such that the axis is at the origin.
CenterPtCentroid: Computes the pT-weighted centroid of the particles in the rapidity-azimuth plane and centers the particles such that the axis is at the origin.
CenterWeightedCentroid: Computes the weighted centroid axis (according to whatever particle weight is being used) and centers the particles that the axis is at the origin.
MaskCircle(Rmax): Removes particles from the event that are farther than Rmax away from the axis of the event. Note that this generally only makes sense after using one of the previous Preprocessors to center the event so that the axis is defined.

C++ Usage

The EventGeometry library can be used in header-only mode by including the file EventGeometry.hh (note that the path to the wasserstein folder should be known to the compiler). If compiling an EventGeometry library is desired, one can run make shared (this should work on Linux and MacOS) in order to compile a shared library with appropriate multi-threading capabilities (fully thread-safe even though FastJet may not be). In this case, one should include the line #define DECLARE_EVENTGEOMETRY_TEMPLATES prior to including EventGeometry.hh and one should also link appropriately with the EventGeometry library.

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This version

1.0.1

Aug 11, 2021

1.0.0

Aug 11, 2021

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Hashes for EventGeometry-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`0afe71c3e4872dbb3b048ecd5f098e742afe1ab750544417c4c3f081de914815`
MD5	`be76012212dfc81312c10a92699a4bc4`
BLAKE2b-256	`af73e7016394e27c20580a2b5d5c6eecc5d8de6ba7c10f7ac6d6c04cb9f105d4`

Hashes for EventGeometry-1.0.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl

Hashes for EventGeometry-1.0.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm	Hash digest
SHA256	`a5a47319c1795da917beef5ca3c70bd6a6c5b4daadc028c8bd66bd53a700fa76`
MD5	`d7fedfb0fe957a9d31ac92062bf28a48`
BLAKE2b-256	`548c90d0897ce2681e382e45bebdc9ef2f9d73bf25a332fe56b5043e72d9ce2c`

Hashes for EventGeometry-1.0.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for EventGeometry-1.0.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`385251feb76a566215a125a04da9a14c8ad5bca3caf20cc0ac9cdb56e97fe1f5`
MD5	`3159d8502b730d7330db82ab28aa401c`
BLAKE2b-256	`0c1a37491ed21dcc50cc123bc4c158f65ce20d66dfea1e7fa214ea19770fd0a7`

Hashes for EventGeometry-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for EventGeometry-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`cf9a10197206f8a5b06bf707ddb7800396070beb2b99703610e876fba1f8402f`
MD5	`654cfbc980416d9a4279ff48f51341cc`
BLAKE2b-256	`a7875188f445c0eef90a965e5ddb923a00a117c02237af9d45fb23b5fc2892a7`

Hashes for EventGeometry-1.0.1-cp36-cp36m-win_amd64.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-win_amd64.whl
Algorithm	Hash digest
SHA256	`851fd0e460b49f66dc728988f8380e805eed33cafd5bc4ef6c3e8f9790258a48`
MD5	`cfa0283b5c6aa4882d3393db955b3893`
BLAKE2b-256	`7eea906585589ea9337a4c142e9db431da7e92895c806c971b8369366efde073`

Hashes for EventGeometry-1.0.1-cp36-cp36m-win32.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-win32.whl
Algorithm	Hash digest
SHA256	`68e4b00944070278e4986f5c1fc910aa3f9a5a211d99dd5aca77aa83fb056d8d`
MD5	`515c09185b7b260d5f159ad408a7a852`
BLAKE2b-256	`a900277f0914590b941a0ea2c83c07eda14b0b43887fecea4d9fd21e9a8b2a6a`

Hashes for EventGeometry-1.0.1-cp36-cp36m-musllinux_1_1_x86_64.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`7172b83eb3807780a8f6b075bdd23f9db0e39d8c25b3f95f9f3eb0750340792f`
MD5	`764aaf6eef46ad1b04419d2303695ee6`
BLAKE2b-256	`bb646e898d151a3ef0cd60aad681de73ccfafd85409548b5982fe37238251358`

Hashes for EventGeometry-1.0.1-cp36-cp36m-musllinux_1_1_i686.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`b8cdf7c87f2e1d2aa3c29ac66b32b874973a72f884006448b45c64b6cdb5d3a5`
MD5	`cc13a03d5fa717d1d34115e84d9da724`
BLAKE2b-256	`ffe88053259088af8cbadef15bb65e6a7f9f741e8767b712e18334ccecbf8acb`

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`25e88f1f15b7978b7db1c120bb34c68fe189af846716dfbba294764454eb8ae5`
MD5	`a37760b9252e442e3f49f11df1e69e9d`
BLAKE2b-256	`942614c9cbe1600211f3d591aaabbc5d8291f1e2a6ec019fa7d8f877fa9b85c5`

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`f90e93fc3d495fc029e60cc6ebcc5077fa2075f7fe8e93e24131cadd58dac329`
MD5	`5247cec14ef546d35fddccf633fc5f85`
BLAKE2b-256	`f2dbc3b6d30f959d5e158fb6f8f451294737732d3f1f459ae5d06f834753cab7`

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm	Hash digest
SHA256	`09640db3de70abbec30c319968a0ccc3ebabc9ccdfac98f4f89e8cb2cf7af252`
MD5	`cb19803893dc83a210e935873e2a1e24`
BLAKE2b-256	`28684474a7cc98b28785a48c3cc5f6114feafdd08e59be4ef0ab73ed4b845c0d`

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`2c953a0e7c9cdb3aee1a6b9301d6d8b1f19fccb434e1fd34661744c6817517a8`
MD5	`00b6db0a3c5e0b783ae2c4841e779ea5`
BLAKE2b-256	`e0e5c9e262fdef1b80025cbdafaf6b846c5618b11b22ee1dac8c6ef8c6800bad`

Hashes for EventGeometry-1.0.1-cp36-cp36m-macosx_10_9_x86_64.whl

Hashes for EventGeometry-1.0.1-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`8bd0f59fa39ba4824b7f19b3ad85c3f4d18dff627ddb3544d12b6be2a655afa8`
MD5	`e00175c2d95c797fb52d25d5df977faa`
BLAKE2b-256	`0d76ebe27a6fc36e35d3cb30ad93bd5ca12199b75c3a5b215a56df9e745f9190`