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The Top 23 Deep Learning Pytorch Graph Open Source Projects

Open source projects categorized as Deep Learning Pytorch Graph
Categories > Machine Learning > Deep Learning
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
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
Hiddenlayer ⭐ 1,750
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 7total releases 3most recent commit 3 months agopypi hiddenlayer} Downloads
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Autogl ⭐ 1,035
An autoML framework & toolkit for machine learning on graphs.
most recent commit 4 months 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
Gnns For Nlp ⭐ 619
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
most recent commit 3 years ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit a year ago
Compgcn ⭐ 519
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
most recent commit a year 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
Pykale ⭐ 415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
total releases 12most recent commit 3 months ago
Mixhop And N Gcn ⭐ 389
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
most 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
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
Xshinnosuke ⭐ 282
Deep learning framework realized by Numpy purely, supports for both Dynamic Graph and Static Graph with GPU acceleration
total releases 18most recent commit 3 years ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Graph Matching Networks ⭐ 223
PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).
most recent commit 9 months ago
Pro Gnn ⭐ 213
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
most recent commit a year ago
Pydgn ⭐ 211
A research library for automating experiments on Deep Graph Networks
total releases 7most recent commit 3 months ago
The 6 Most Depended On Deep Learning Pytorch Graph 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
Hiddenlayer ⭐ 1,750
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 7total releases 3latest release April 24, 2020most recent commit 3 months agopypi hiddenlayer} 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
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29latest release October 27, 2023most 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 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} 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
The 10 Latest Releases In Deep Learning Pytorch Graph 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
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
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29latest release October 27, 2023most recent commit 4 months agopypi graphein} Downloads
Gammagl ⭐ 165
A multi-backend graph learning library.
total releases 5latest release September 18, 2023most recent commit 3 months ago
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit 9 months ago
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
Pydgn ⭐ 211
A research library for automating experiments on Deep Graph Networks
total releases 7latest release February 15, 2022most recent commit 3 months ago
Ptgnn ⭐ 305
A PyTorch Graph Neural Network Library
total releases 18latest release October 21, 2021most recent commit 2 years ago
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
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