hbb_interaction_network

FAIR AI model (interaction network) for identifying H(bb) jets at the LHC

https://github.com/fair4hep/hbb_interaction_network

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 3 DOI reference(s) in README
✓
Academic publication links
Links to: zenodo.org
○
Academic email domains
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (5.3%) to scientific vocabulary

Keywords

cern fair-data higgs-boson jets lhc python

Last synced: 6 months ago · JSON representation ·

Repository

FAIR AI model (interaction network) for identifying H(bb) jets at the LHC

Basic Info

Host: GitHub
Owner: FAIR4HEP
License: mit
Language: Jupyter Notebook
Default Branch: main
Homepage: https://hbb-interaction-network.readthedocs.io/en/latest/
Size: 12.3 MB

Statistics

Stars: 4
Watchers: 11
Forks: 7
Open Issues: 1
Releases: 2

Topics

cern fair-data higgs-boson jets lhc python

Created over 3 years ago · Last pushed almost 3 years ago

Metadata Files

Readme License Citation

README.md

hbbinteractionnetwork

A FAIR AI model for identifying Higgs bosons decaying to bottom quarks.

Project based on the cookiecutter4fair project template.

Owner

Name: FAIR4HEP
Login: FAIR4HEP
Kind: organization

Repositories: 5
Profile: https://github.com/FAIR4HEP

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: Hbb Interaction Network
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
license: MIT
authors:
  - given-names: Javier Mauricio
    family-names: Duarte
    email: jduarte@ucsd.edu
    affiliation: University of California San Diego
    orcid: 'https://orcid.org/0000-0002-5076-7096'
  - given-names: Billy
    family-names: Li
    email: hal113@ucsd.edu
    affiliation: University of California San Diego
    orcid: 'https://orcid.org/0000-0003-1642-5794'
  - given-names: Avik
    family-names: Roy
    affiliation: National Center for Supercomputing Applications
    email: avroy@illinois.edu
    orcid: 'https://orcid.org/0000-0002-0116-1012'
  - given-names: Ruike
    family-names: Zhu
    email: ruikez2@illinois.edu
    affiliation: University of Illinois Urbana-Champaign
    orcid: 'https://orcid.org/0000-0002-4265-2352'
doi: 10.5281/zenodo.7305173
repository-code: https://github.com/FAIR4HEP/hbb_interaction_network
url: https://fair4hep.github.io/hbb_interaction_network
abstract: |
  A FAIR AI model for identifying Higgs bosons decaying to bottom quarks.

GitHub Events

Total

Last Year

Dependencies

docs/requirements.txt pypi

sphinx >=3.2.1
sphinx_rtd_theme *
toposort >=1.5.0

.github/workflows/build_cpu.yml actions

actions/checkout v2 composite
docker/build-push-action v3 composite
docker/login-action v2 composite
docker/setup-buildx-action v2 composite
docker/setup-qemu-action v2 composite

.github/workflows/build_gpu.yml actions

actions/checkout v2 composite
docker/build-push-action v3 composite
docker/login-action v2 composite
docker/setup-buildx-action v2 composite
docker/setup-qemu-action v2 composite

.github/workflows/deploy.yml actions

actions/checkout v1 composite
ad-m/github-push-action master composite
ammaraskar/sphinx-action master composite

.github/workflows/docs.yml actions

actions/checkout v1 composite
ammaraskar/sphinx-action master composite

.github/workflows/pre-commit.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
pre-commit/action v2.0.0 composite

.github/workflows/test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

requirements.txt pypi

awkward *
cernopendata-client *
click *
coverage *
flake8 *
h5py *
numpy *
onnx *
onnxruntime *
python-dotenv >=0.5.1
pyyaml *
scikit-learn *
sphinx >=3.2.1
sphinx_rtd_theme *
toposort >=1.5.0
torch *
torchaudio *
torchvision *
tqdm *
uproot *
xrootd *

requirements_gpu.txt pypi

awkward *
cernopendata-client *
click *
coverage *
flake8 *
h5py *
numpy *
onnx *
onnxruntime *
python-dotenv >=0.5.1
pyyaml *
scikit-learn *
setGPU *
sphinx >=3.2.1
sphinx_rtd_theme *
toposort >=1.5.0
tqdm *
uproot *
xrootd *

setup.py pypi

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science