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Topic: graph-neural-networks

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pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

Stack

Python pytest CMake pip uv

GitHub topics

#deep-learning #geometric-deep-learning #graph-convolutional-networks #graph-neural-networks #pytorch

Updated: 2026-09-01
Lists: 3 list mentions
First commit: 2017-10-06
History: 9 history points
License: MIT
Issues: 1,330 open

24,070

stars

Forks: 4,046
Commits: 7,999 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

dmlc/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Stack

Python CMake PEP 517 pip

GitHub topics

#deep-learning #graph-neural-networks

Updated: 2025-07-31
Lists: 1 list mention
First commit: 2018-04-20
History: 8 history points
License: Apache-2.0
Issues: 608 open

14,279

stars

Forks: 3,053
Commits: 4,417 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library

Stack

Python pip

GitHub topics

#collaborative-filtering #ctr-prediction #deep-learning #graph-neural-networks #knowledge-graph #pytorch

Updated: 2025-02-24
Lists: 1 list mention
First commit: 2020-06-11
History: 8 history points
License: MIT
Issues: 357 open

4,531

stars

Forks: 747
Commits: 4,388 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

Stack

Python pip

GitHub topics

#data-science #deep-learning #gcn #geometric-deep-learning #graph-analysis #graph-convolutional-networks

Updated: 2024-04-10
Lists: 2 list mentions
First commit: 2018-04-13
History: 8 history points
License: Apache-2.0
Issues: 326 open

3,060

stars

Forks: 443
Commits: 2,535 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

benedekrozemberczki/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Stack

Python pip

GitHub topics

#deep-learning #gcn #gnn #graph-convolution #graph-convolutional-networks #graph-embedding

Updated: 2026-05-30
Lists: 3 list mentions
First commit: 2020-06-27
History: 9 history points
License: MIT
Issues: 30 open

2,994

stars

Forks: 403
Commits: 2,062 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

danielegrattarola/spektral

Graph Neural Networks with Keras and Tensorflow 2.

Stack

Python PEP 517 pip

GitHub topics

#deep-learning #graph-deep-learning #graph-neural-networks #keras #python #tensorflow

Updated: 2024-01-21
Lists: 1 list mention
First commit: 2019-01-18
History: 8 history points
License: MIT
Issues: 74 open

2,395

stars

Forks: 343
Commits: 1,134 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

c2g-dev/city2graph

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

Stack

Python Jupyter pytest uv

GitHub topics

#city2graph #geoai #geographic-data-science #geographical-information-system #geospatial #geospatial-analysis

Updated: 2026-08-18
Lists: 1 list mention
First commit: 2025-01-17
History: 7 history points
License: BSD-3-Clause
Issues: 3 open

1,853

stars

Forks: 197
Commits: 645 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

google-deepmind/jraph

A Graph Neural Network Library in Jax

Archived

Stack

Python pip

GitHub topics

#deep-learning #graph-neural-networks #jax #machine-learning

Updated: 2024-03-18
Lists: 1 list mention
First commit: 2020-10-20
History: 8 history points
License: Apache-2.0
Issues: 19 open

1,473

stars

Forks: 106
Commits: 103 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

THUMNLab/AutoGL

An autoML framework & toolkit for machine learning on graphs.

Stack

Python pip

GitHub topics

#automl #deep-learning #graph-neural-networks #hyper-parameter-optimization #machine-learning #neural-architecture-search

Updated: 2025-11-20
Lists: 1 list mention
First commit: 2020-11-30
History: 8 history points
License: Apache-2.0
Issues: 22 open

1,140

stars

Forks: 125
Commits: 744 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

EdisonLeeeee/GreatX

A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

Stack

Python pip

GitHub topics

#adversarial-attacks #distribution-shift #graph-convolutional-networks #graph-neural-networks #graph-reliability-toolbox #inherent-noise

Updated: 2024-10-15
Lists: 1 list mention
First commit: 2021-11-15
History: 8 history points
License: MIT
Issues: 3 open

stars

Forks: 12
Commits: 310 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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