Published October 26, 2023 | Version v0.2.4
Software Open

JetNet: A Python package for accessing open datasets and benchmarking machine learning methods in high energy physics

Authors/Creators

  • 1. ROR icon University of California, San Diego
  • 2. ROR icon Fermi National Accelerator Laboratory
  • 3. California Institute of Technology

Description

JetNet is a Python package that aims to increase accessibility and reproducibility for machine learning (ML) research in high energy physics (HEP), primarily related to particle jets. Based on the popular PyTorch ML framework, it provides easy-to-access and standardized interfaces for multiple heterogeneous HEP datasets and implementations of evaluation metrics, loss functions, and more general utilities relevant to HEP.

Files

jet-net/JetNet-v0.2.4.zip

Files (5.9 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/jet-net/JetNet/tree/v0.2.4 (URL)