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
MadAnalysis 5 - Plugin for Public Analysis Database
Jet Energy Corrections with Graph Neural Network Regression
A flow-based generative ML model for calorimeter showers in particle detectors
Moment Decorrelation for constrained NN outputs with respect to protected attributes. (Decorrelated (flat), linear, quadratic, etc.)
PDFflow is parton distribution function interpolation library written in Python and based on the TensorFlow framework.
Interface for plotting high-energy physics data with matplotlib
Nightly CI job that generates a listing of public probability models available in particle physics
MadAnalysis 5 - Plugin for interpreting expert mode analyses
Yet Another SLHA module for Python3
Smooth inference for reinterpretation studies
Minimalistic framework to train a neural network with Keras using high-energy physics data
Natural Units converter for GNU-Units (with PDG values)
Cluster sets of histograms/curves, in particular kinematic distributions in high energy physics.
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.
Create and validate simplified likelihoods from full likelihoods.
[ICML 2024] LSH-Based Efficient Point Transformer (HEPT)
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.
Reconstruct billions of particle trajectories with graph neural networks
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