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The Top 23 Python Graph Neural Networks Open Source Projects

Open source projects categorized as Python Graph Neural Networks
Categories > Graph Neural Networks
Dgl ⭐ 12,712
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 68total releases 449most recent commit 3 months agopypi dgl} Downloads
Anomaly Detection Resources ⭐ 7,616
Anomaly detection related books, papers, videos, and toolboxes
most recent commit 5 months ago
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10most recent commit 3 months agopypi recbole} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 7 months agopypi stellargraph} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34most recent commit 3 months agopypi spektral} Downloads
Ogb ⭐ 1,822
Benchmark datasets, data loaders, and evaluators for graph machine learning
dependent packages 22total releases 19most recent commit 3 months agopypi ogb} Downloads
Dig ⭐ 1,708
A library for graph deep learning research
total releases 10most recent commit 3 months ago
Supergluepretrainednetwork ⭐ 1,632
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
most recent commit 2 years ago
Pgl ⭐ 1,545
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
dependent packages 1total releases 21most recent commit 4 months agopypi pgl} Downloads
Graph4nlp ⭐ 1,533
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!
most recent commit a year ago
Awesome Self Supervised Gnn ⭐ 1,356
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
most recent commit 4 months ago
Torchdrug ⭐ 1,297
A powerful and flexible machine learning platform for drug discovery
most recent commit 6 months ago
Ktrain ⭐ 1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 205most recent commit 5 months agopypi ktrain} Downloads
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Jraph ⭐ 1,141
A Graph Neural Network Library in Jax
dependent packages 11total releases 4most recent commit a year agopypi jraph} Downloads
Pygod ⭐ 1,138
A Python Library for Graph Outlier Detection (Anomaly Detection)
total releases 7most recent commit 3 months ago
Awesome Fl ⭐ 1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
most recent commit 3 months ago
Autogl ⭐ 1,035
An autoML framework & toolkit for machine learning on graphs.
most recent commit 4 months ago
Deep_gcns_torch ⭐ 940
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
most recent commit 2 years ago
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29most recent commit 4 months agopypi graphein} Downloads
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13most recent commit 5 months agopypi deeprobust} Downloads
Pretrain Gnns ⭐ 805
Strategies for Pre-training Graph Neural Networks
most recent commit 9 months ago
The 10 Most Depended On Python Graph Neural Networks Open Source Projects
Dgl ⭐ 12,712
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 68total releases 449latest release December 08, 2023most recent commit 3 months agopypi dgl} Downloads
Ogb ⭐ 1,822
Benchmark datasets, data loaders, and evaluators for graph machine learning
dependent packages 22total releases 19latest release November 02, 2022most recent commit 3 months agopypi ogb} Downloads
Jraph ⭐ 1,141
A Graph Neural Network Library in Jax
dependent packages 11total releases 4latest release August 12, 2022most recent commit a year agopypi jraph} Downloads
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34latest release June 01, 2023most recent commit 3 months agopypi spektral} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Chgnet ⭐ 163
Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov
dependent packages 5total releases 11latest release December 08, 2023most recent commit 3 months agopypi chgnet} Downloads
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17latest release December 21, 2022most recent commit a year agopypi dgllife} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Egnn Pytorch ⭐ 340
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
dependent packages 2total releases 64latest release November 20, 2023most recent commit 5 months agopypi egnn-pytorch} Downloads
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
The 10 Latest Releases In Python Graph Neural Networks Open Source Projects
Dgl ⭐ 12,712
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 68total releases 449latest release December 08, 2023most recent commit 3 months agopypi dgl} Downloads
Chgnet ⭐ 163
Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov
dependent packages 5total releases 11latest release December 08, 2023most recent commit 3 months agopypi chgnet} Downloads
Dance ⭐ 284
DANCE: A Deep Learning Library and Benchmark Platform for Single-Cell Analysis
total releases 4latest release December 04, 2023most recent commit 3 months ago
Egnn Pytorch ⭐ 340
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
dependent packages 2total releases 64latest release November 20, 2023most recent commit 5 months agopypi egnn-pytorch} Downloads
Ktrain ⭐ 1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 205latest release November 18, 2023most recent commit 5 months agopypi ktrain} Downloads
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44latest release November 14, 2023most recent commit 3 months ago
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29latest release October 27, 2023most recent commit 4 months agopypi graphein} Downloads
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