For continuity tests of the wire planes in the ICARUS detector
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Updated
Aug 13, 2018 - Python
For continuity tests of the wire planes in the ICARUS detector
Interface for plotting high-energy physics data with matplotlib
Minimalistic framework to train a neural network with Keras using high-energy physics data
Moment Decorrelation for constrained NN outputs with respect to protected attributes. (Decorrelated (flat), linear, quadratic, etc.)
Create and validate simplified likelihoods from full likelihoods.
MadAnalysis 5 - Plugin for Public Analysis Database
Yet Another SLHA module for Python3
Jet Energy Corrections with Graph Neural Network Regression
Streamlined neural network training.
Inclusive Kinematic Fit provides code to kinematically fit the four momenta of the tag-side B meson, the signal lepton and the inclusive X system in inclusive semi-leptonic B decays ast e+e- B factories like Belle II.
MadAnalysis 5 - Plugin for interpreting expert mode analyses
Natural Units converter for GNU-Units (with PDG values)
PDFflow is parton distribution function interpolation library written in Python and based on the TensorFlow framework.
The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds
Statistics tools and utilities.
[ICML 2024] LSH-Based Efficient Point Transformer (HEPT)
Nightly CI job that generates a listing of public probability models available in particle physics
A package for event file analysis and recasting of LHC results
A flow-based generative ML model for calorimeter showers in particle detectors
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