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The Top 23 Deep Learning Pytorch Graph Neural Networks Open Source Projects

Open source projects categorized as Deep Learning Pytorch 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 2 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
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10most recent commit 3 months agopypi recbole} 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
Benchmarking Gnns ⭐ 2,196
Repository for benchmarking graph neural networks
most recent commit 10 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
Torchdrug ⭐ 1,297
A powerful and flexible machine learning platform for drug discovery
most recent commit 6 months ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Pygod ⭐ 1,138
A Python Library for Graph Outlier Detection (Anomaly Detection)
total releases 7most 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
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit a year ago
Chemicalx ⭐ 657
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
total releases 10most recent commit 7 months ago
Deepsnap ⭐ 502
Python library assists deep learning on graphs
dependent packages 1total releases 5most recent commit 5 months agopypi deepsnap} Downloads
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Deephypergraph ⭐ 404
A pytorch library for graph and hypergraph computation.
total releases 4most recent commit 5 months ago
Crslab ⭐ 397
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
total releases 2most recent commit a year ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Ppnp ⭐ 314
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
most recent commit 8 months ago
Ptgnn ⭐ 305
A PyTorch Graph Neural Network Library
total releases 18most recent commit 2 years ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit a year ago
The 8 Most Depended On Deep Learning Pytorch 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 2 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
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
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
Deepsnap ⭐ 502
Python library assists deep learning on graphs
dependent packages 1total releases 5latest release September 05, 2021most recent commit 5 months agopypi deepsnap} Downloads
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29latest release October 27, 2023most recent commit 4 months agopypi graphein} Downloads
Pyg Lib ⭐ 137
Low-Level Graph Neural Network Operators for PyG
dependent packages 1total releases 1latest release April 13, 2023most recent commit 4 months agopypi pyg-library} Downloads
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
The 10 Latest Releases In Deep Learning Pytorch 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
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
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 2 days agopypi torch-geometric} Downloads
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7latest release August 18, 2023most recent commit 3 months ago
Pygod ⭐ 1,138
A Python Library for Graph Outlier Detection (Anomaly Detection)
total releases 7latest release July 19, 2023most recent commit 3 months ago
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