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The Top 23 Python Deep Learning Graph Open Source Projects

Open source projects categorized as Python Deep Learning Graph
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
Tflearn ⭐ 9,602
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 8total releases 6most recent commit 5 months agopypi tflearn} Downloads
Graph_nets ⭐ 5,188
Build Graph Nets in Tensorflow
dependent packages 1total releases 7most recent commit a year agopypi graph-nets} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 7 months agopypi stellargraph} Downloads
Luminoth ⭐ 2,395
Deep Learning toolkit for Computer Vision.
most recent commit a year ago
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
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
Graphormer ⭐ 1,749
Graphormer is a general-purpose deep learning backbone for molecular modeling.
most recent commit 5 months 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
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
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
Text_gcn ⭐ 1,008
Graph Convolutional Networks for Text Classification. AAAI 2019
most recent commit 3 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
Powerful Gnns ⭐ 762
How Powerful are Graph Neural Networks?
most recent commit 3 years ago
Tgn ⭐ 718
TGN: Temporal Graph Networks
most recent commit 10 months ago
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
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27most recent commit 10 months 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
The 10 Most Depended On Python Deep Learning 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
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
Tflearn ⭐ 9,602
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 8total releases 6latest release November 11, 2020most recent commit 5 months agopypi tflearn} 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
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
Node Tensorflow ⭐ 579
Node.js + TensorFlow
dependent packages 3total releases 8latest release January 21, 2018most recent commit 6 years agonpm tensorflow} Downloads
The 10 Latest Releases In Python Deep Learning 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
Fluidml ⭐ 19
FluidML is a lightweight framework for developing machine learning pipelines.
total releases 10latest release October 20, 2023most recent commit 6 months ago
Gammagl ⭐ 165
A multi-backend graph learning library.
total releases 5latest release September 18, 2023most recent commit 3 months ago
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
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
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
Netket ⭐ 476
Machine learning algorithms for many-body quantum systems
total releases 23latest release November 01, 2022most recent commit 3 months ago
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit 10 months ago
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