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The Top 23 Python Network Graph Open Source Projects

Open source projects categorized as Python Network Graph
Gcn ⭐ 6,679
Implementation of Graph Convolutional Networks in TensorFlow
most recent commit a year ago
Graph_nets ⭐ 5,188
Build Graph Nets in Tensorflow
dependent packages 1total releases 7most recent commit a year agopypi graph-nets} Downloads
Pygcn ⭐ 2,952
Graph Convolutional Networks in PyTorch
most recent commit 4 years 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
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years ago
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 3 years 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
Network Analysis Made Simple ⭐ 991
An introduction to network analysis and applied graph theory using Python and NetworkX
most recent commit 5 months ago
Tf Gnn Samples ⭐ 848
TensorFlow implementations of Graph Neural Networks
most recent commit a year ago
Pyvis ⭐ 811
Python package for creating and visualizing interactive network graphs.
dependent packages 154total releases 22most recent commit 5 months agopypi pyvis} Downloads
Keras Gcn ⭐ 735
Keras implementation of Graph Convolutional Networks
most recent commit 3 years ago
Tgn ⭐ 718
TGN: Temporal Graph Networks
most recent commit 10 months ago
Dcrnn ⭐ 700
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
most recent commit 3 years 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
Netgraph ⭐ 595
Publication-quality network visualisations in python
dependent packages 6total releases 52most recent commit 5 months agopypi netgraph} Downloads
Sgc ⭐ 594
official implementation for the paper "Simplifying Graph Convolutional Networks"
most recent commit 3 years ago
Scikit Network ⭐ 544
Graph Algorithms
dependent packages 24total releases 45most recent commit 9 months agopypi scikit-network} Downloads
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Relational Gcn ⭐ 484
Keras-based implementation of Relational Graph Convolutional Networks
most recent commit 5 years ago
Tf_geometric ⭐ 460
Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x
total releases 102most recent commit 5 months ago
Nxviz ⭐ 431
Visualization Package for NetworkX
dependent packages 2total releases 30most recent commit 7 months agopypi nxviz} Downloads
The 10 Most Depended On Python Network Graph Open Source Projects
Pyvis ⭐ 811
Python package for creating and visualizing interactive network graphs.
dependent packages 154total releases 22latest release February 24, 2023most recent commit 5 months agopypi pyvis} Downloads
Pybel ⭐ 89
🌶️ An ecosystem in Python for working with the Biological Expression Language (BEL)
dependent packages 52total releases 91latest release February 11, 2022most recent commit 2 years agopypi pybel} Downloads
Scikit Network ⭐ 544
Graph Algorithms
dependent packages 24total releases 45latest release May 22, 2023most recent commit 9 months agopypi scikit-network} Downloads
Netgraph ⭐ 595
Publication-quality network visualisations in python
dependent packages 6total releases 52latest release November 09, 2022most recent commit 5 months agopypi netgraph} 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
Spaghetti ⭐ 247
SPAtial GrapHs: nETworks, Topology, & Inference
dependent packages 5total releases 42latest release June 19, 2023most recent commit 4 months agopypi spaghetti} Downloads
D3graph ⭐ 143
Creation of interactive networks using d3 Javascript
dependent packages 5total releases 56latest release November 12, 2023most recent commit 5 months agopypi d3graph} Downloads
Canvasxpress ⭐ 282
CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
dependent packages 4total releases 43latest release November 08, 2023most recent commit 3 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
Graspologic ⭐ 322
Python package for graph statistics
dependent packages 4total releases 8latest release August 05, 2020most recent commit 7 months agopypi graspy} Downloads
The 10 Latest Releases In Python Network Graph Open Source Projects
D3graph ⭐ 143
Creation of interactive networks using d3 Javascript
dependent packages 5total releases 56latest release November 12, 2023most recent commit 5 months agopypi d3graph} Downloads
Canvasxpress ⭐ 282
CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
dependent packages 4total releases 43latest release November 08, 2023most recent commit 3 months ago
Asciigraf ⭐ 31
A python library for making ascii-art into network graphs.
total releases 21latest release November 02, 2023most recent commit 6 months ago
Grand Cypher ⭐ 34
Implementation of the Cypher language for searching NetworkX graphs
dependent packages 1total releases 5latest release October 17, 2023most recent commit 6 months agopypi grand-cypher} Downloads
Graphing ⭐ 6
total releases 23latest release October 09, 2023most recent commit 7 months ago
Graphrole ⭐ 71
Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)
total releases 6latest release October 09, 2023most recent commit 7 months ago
Streamlit D3graph ⭐ 43
A simple component to display d3graph network graphs in Streamlit apps.
total releases 4latest release September 27, 2023most recent commit 3 months ago
Neuromllite ⭐ 11
Work towards creating a common JSON based format for compact network specification
dependent packages 3total releases 23latest release September 15, 2023most recent commit 7 months agopypi neuromllite} Downloads
Ts2vg ⭐ 53
Time series to visibility graphs.
dependent packages 4total releases 8latest release September 10, 2023most recent commit 7 months agopypi ts2vg} Downloads
Orange3 Network ⭐ 36
🍊 🕸 Network analysis add-on for Orange data mining suite.
dependent packages 1total releases 20latest release August 18, 2023most recent commit 4 months agopypi Orange3-Network} Downloads
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