Hep Ph Python Packages

eko

Evolution Kernel Operators

banana-hep

Benchmarking AgaiNst Apfel aNd Anything

spey

Smooth inference for reinterpretation studies

pdfflow

PDFflow is parton distribution function interpolation library written in Python and based on the TensorFlow framework.

yadism

Yet Another Deep-Inelastic Scattering Module

nnpdf

An open-source machine learning framework for global analyses of parton distributions.

hepi

HEPi glues together several HEP tools.

pyfeyn2

PyFeyn is a package which makes drawing Feynman diagrams simple and programmatic. Feynman diagrams are important constructs in perturbative field theory, so being able to draw them in a programmatic fashion is important if attempting to enumerate a large number of diagram configurations is important. The output quality of PyFeyn diagrams (into PDF or EPS formats) is very high, and special effects can be obtained by using constructs from PyX, which PyFeyn is based around

yaslha

A Python package to handle SLHA (SUSY Les Houches Accord) files.

clusterking

Cluster sets of histograms/curves, in particular kinematic distributions in high energy physics.

hep-flare

FLARE : FCCee b2Luigi Automated Reconstruction And Event processing

pineko

PineAPPL + EKO ─➤ fast theories

xsec

xsec is a tool for fast evaluation of cross-sections, taking advantage of the power and flexibility of Gaussian process regression.

pymcabc

A Particle Physics Toy Toolbox for the ABC Model

ma5-expert

MadAnalysis 5 - Plugin for interpreting expert mode analyses

compscat

Monte Carlo Simulation of Compton Scattering

modeloss

Moment Decorrelation for constrained NN outputs with respect to protected attributes. (Decorrelated (flat), linear, quadratic, etc.)

nnusf

An open source machine learning framework that provides predictions for all-energy neutrino structure functions.

ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.