Library/stellargraph
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stellargraph/stellargraph

stellargraph

StellarGraph - Machine Learning on Graphs

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stellargraph

stellargraph

stellargraph • individual

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441

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Created

Apr 13, 2018

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README Summary

StellarGraph is a Python library for machine learning on graphs that provides implementations of state-of-the-art graph neural networks and graph machine learning algorithms. It offers easy-to-use APIs for tasks like node classification, link prediction, and graph classification on various graph types including homogeneous, heterogeneous, and knowledge graphs. The library integrates seamlessly with TensorFlow and Keras for building and training graph-based models.

AI Dev Skills

Unmapped

Graph Neural NetworksNode ClassificationLink PredictionGraph ClassificationGraph EmbeddingsGraph Convolutional NetworksGraphSAGEGraph Attention NetworksRandom Walk AlgorithmsNetwork AnalysisDeep Learning on GraphsUnsupervised Graph Learning

Tags

Graph Neural NetworksNode ClassificationLink PredictionGraph ClassificationGraph EmbeddingsGraph Convolutional NetworksGraphSAGEGraph Attention NetworksRandom Walk AlgorithmsNetwork AnalysisDeep Learning on GraphsUnsupervised Graph LearningCitation Network AnalysisSelf-hostedRecommendation SystemsGeometric Deep LearningKnowledge Graph ReasoningBiological Network AnalysisFraud DetectionCommunity DetectionSocial Network AnalysisTabularGraphGraph ClusteringCloudPython

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Recent Activity

Updated 2 years ago

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Quality

beta
Quality
medium
Maturity
beta

Categories

Dev Tools & AutomationPrimaryIndustry: FinTechRAG & RetrievalFinance & LegalEdge & Mobile AIOther AI / ML

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Developer Platform

Languages

Python100.0%

Timeline

Project created
Apr 13, 2018
Forked
Mar 22, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Apr 10, 2024

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