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The Top 23 Deep Learning Graph Neural Networks Open Source Projects

Open source projects categorized as Deep Learning Graph Neural Networks
Categories > Machine Learning > Deep Learning
Categories > Graph Neural Networks
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40most recent commit 4 days agopypi torch-geometric} Downloads
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
Deep Learning Drizzle ⭐ 10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit a year ago
Graph Based Deep Learning Literature ⭐ 4,418
links to conference publications in graph-based deep learning
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
Euler ⭐ 2,846
A distributed graph deep learning framework.
total releases 2most recent commit 10 months ago
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
Benchmarking Gnns ⭐ 2,196
Repository for benchmarking graph neural networks
most recent commit 10 months ago
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
Awesome Semi Supervised Learning ⭐ 1,573
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
most recent commit 8 months ago
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
Jraph ⭐ 1,233
A Graph Neural Network Library in Jax
most recent commit a year ago
Awesome Graph Self Supervised Learning ⭐ 1,194
Awesome Graph Self-Supervised Learning
most recent commit 4 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
Graph Fraud Detection Papers ⭐ 1,148
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
most recent commit 4 months ago
Jraph ⭐ 1,141
A Graph Neural Network Library in Jax
dependent packages 11total releases 4most recent commit a year agopypi jraph} Downloads
The 10 Most Depended On Deep Learning Graph Neural Networks Open Source Projects
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 4 days agopypi torch-geometric} Downloads
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
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 Deep Learning 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
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 4 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
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 4 days agopypi torch-geometric} Downloads
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