zichunhao / lgn-autoencoderLinks
Lorentz group equivariant autoencoders based on Lorentz Group Network
☆11Updated last year
Alternatives and similar repositories for lgn-autoencoder
Users that are interested in lgn-autoencoder are comparing it to the libraries listed below
Sorting:
- For developing and reproducing ML + HEP projects.☆22Updated last month
- FNAL LPC Machine Learning HATS☆18Updated 4 months ago
- ☆17Updated last month
- This repository contains all the notebooks used for the US-ATLAS ML Training 2023☆11Updated last week
- ☆8Updated last year
- Tutorials on Deep Learning applications to particle physics☆14Updated 6 months ago
- Tutorials for the Deep Learning in Particle Physics course, spring semester 2022, at the University of Heidelberg.☆12Updated 2 years ago
- Python package for the EnergyFlow suite of tools.☆42Updated 4 months ago
- Python calculator for the Wigner D matrices, Clebsch-Gordan coefficients, hydrogen atoms, and irreducible representations of the Lorentz …☆10Updated 2 years ago
- [JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging☆24Updated 2 years ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆48Updated 5 years ago
- ☆21Updated last year
- Variational Autoencoder for Particle Physics using Earth-Movers Distance☆13Updated 2 years ago
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆25Updated this week
- Jet-finding in the Scikit-HEP ecosystem.☆24Updated last week
- A fast code for long-baseline neutrino oscillation probabilities in matter☆10Updated last week
- Official implementation of "Particle Transformer for Jet Tagging".☆101Updated last year
- A matplotlib style sheet to help me spend less time editing figures for my manuscripts for Phys. Rev. D.☆20Updated 2 weeks ago
- The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295…☆13Updated last month
- A curated list of awesome high energy and particle physics software.☆56Updated 3 years ago
- A package for event file analysis and recasting of LHC results☆22Updated last month
- Computational Physics☆31Updated 3 months ago
- GNN classification for reconstructed HEP events stored in ROOT☆14Updated last week
- differentiable (binned) likelihoods with JAX☆22Updated this week
- Streamlined neural network training.☆48Updated 7 months ago
- This example guides the user to reproducing the discovery of the Higgs boson using the 2011 and 2012 datasets. It contains multiple level…☆27Updated 6 months ago
- Machine-learned, GPU-accelerated particle flow reconstruction☆31Updated this week
- ☆31Updated 4 years ago
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆44Updated 2 months ago
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆13Updated 7 months ago