rkansal47 / MPGAN
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
☆13Updated 3 weeks ago
Alternatives and similar repositories for MPGAN:
Users that are interested in MPGAN are comparing it to the libraries listed below
- For developing and reproducing ML + HEP projects.☆22Updated 3 weeks ago
- Variational Autoencoder for Particle Physics using Earth-Movers Distance☆13Updated 2 years ago
- Lorentz group equivariant autoencoders based on Lorentz Group Network☆11Updated last year
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆47Updated 4 years ago
- FNAL LPC Machine Learning HATS☆18Updated 3 months ago
- ☆30Updated 6 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆62Updated 3 weeks ago
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆21Updated this week
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆42Updated last year
- Python package for the EnergyFlow suite of tools.☆42Updated 3 weeks ago
- ☆35Updated last year
- Code and instructions to reproduce the results of our NeurIPS 2019 paper☆14Updated last year
- PyTorch examples for NERSC systems☆30Updated 3 months ago
- [JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging☆23Updated 2 years ago
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆49Updated 2 years ago
- Lie Algebra Convolutional Network implementation☆42Updated 3 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- Things that make me feel productive☆15Updated 2 years ago
- Fork of the E2CNN library that adds support for equivariant partial differential operators☆17Updated 2 years ago
- A spherical convolutional neural network for cosmology (TFv1).☆131Updated 4 years ago
- DeepSphere: a graph-based spherical CNN (PyTorch)☆156Updated 2 years ago
- ☆21Updated 5 months ago
- Group Equivariant Linear Maps☆11Updated 3 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆55Updated last year
- SC23 Deep Learning at Scale Tutorial Material☆38Updated 4 months ago
- Implementation of the CWoLa Hunting strategy for dijet resonances☆18Updated 3 years ago
- Repository of Baler, a machine learning based data compression tool☆33Updated 2 weeks ago
- ☆12Updated last year
- ☆21Updated last year
- A minimal implementation of Equivariant Neural Fields (https://arxiv.org/abs/2406.05753).☆17Updated this week