hqucms / ParticleNetLinks
Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds
☆49Updated 5 years ago
Alternatives and similar repositories for ParticleNet
Users that are interested in ParticleNet are comparing it to the libraries listed below
Sorting:
- Official implementation of "Particle Transformer for Jet Tagging".☆111Updated last year
- Streamlined neural network training.☆56Updated last year
- For developing and reproducing ML + HEP projects.☆24Updated 3 weeks ago
- Streamlined neural network training.☆25Updated 2 years ago
- ☆30Updated 6 years ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆44Updated 8 months ago
- Python package for the EnergyFlow suite of tools.☆42Updated 2 months ago
- GNN classification for reconstructed HEP events stored in ROOT☆14Updated last month
- FNAL LPC Machine Learning HATS☆18Updated last month
- Reconstruct billions of particle trajectories with graph neural networks☆49Updated 3 weeks ago
- Living Review of Machine Learning for Particle Physics☆401Updated 3 weeks ago
- [JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging☆24Updated 3 years ago
- Interaction Graph Network for Hbb☆11Updated 4 years ago
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆13Updated last year
- Machine-learned, GPU-accelerated particle flow reconstruction☆31Updated 3 weeks ago
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆29Updated 4 months ago
- The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295…☆13Updated 3 weeks ago
- Website for Particle Physics Domain (UCSD Capstone)☆12Updated 4 years ago
- Implementation of the CWoLa Hunting strategy for dijet resonances☆18Updated 4 years ago
- ☆19Updated 2 years ago
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆46Updated 7 months ago
- Website of the Machine Learning and the Physical Sciences workshop at NeurIPS conference☆20Updated last week
- Variational Autoencoder for Particle Physics using Earth-Movers Distance☆13Updated 3 years ago
- Differentiable scientific computing library☆155Updated last year
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆51Updated 3 years ago
- This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". …☆89Updated 3 years ago
- Code and instructions to reproduce the results of our NeurIPS 2019 paper☆14Updated 2 years ago
- This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor …☆68Updated 2 months ago
- CMS ML Documentation☆20Updated 2 months ago
- Jet-finding in the Scikit-HEP ecosystem.☆25Updated last week