Library/dglForked

dmlc/dgl

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Builder

dmlc

dmlc

dmlc • individual

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14,256

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Forks

3,056

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Created

Apr 20, 2018

Project creation date

README Summary

DGL (Deep Graph Library) is a Python package designed to simplify deep learning on graphs by providing a unified framework that works with existing deep learning frameworks like PyTorch and TensorFlow. It offers efficient graph neural network implementations with GPU acceleration and scalable training capabilities for large-scale graph data. The library provides high-level APIs for common graph learning tasks while maintaining flexibility for custom model development.

AI Dev Skills

Unmapped

Graph Neural NetworksGraph Convolutional NetworksGraph Attention NetworksNode ClassificationLink PredictionGraph ClassificationMessage Passing Neural NetworksHeterogeneous Graph LearningGraph SamplingDistributed Graph Training

Tags

Graph Neural NetworksGraph Convolutional NetworksGraph Attention NetworksNode ClassificationLink PredictionGraph ClassificationMessage Passing Neural NetworksHeterogeneous Graph LearningGraph SamplingDistributed Graph TrainingMolecular Property PredictionTransportationOn-premiseTabularSelf-hostedGraph Machine LearningKnowledge Graph CompletionCitation Network AnalysisBioinformaticsTextGraphKnowledge Graph IntegrationGeometric Deep LearningRecommendation Engine DevelopmentDistributed ComputingFraud DetectionProtein Structure AnalysisSocial Network AnalysisCloud APIFinancial ServicesSocial NetworksRecommendation SystemsKnowledge GraphsDrug DiscoveryTraffic Flow PredictionPython

Taxonomy

Recent Activity

Updated 8 months ago

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Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationIndustry: HealthcareIndustry: FinTechRAG & RetrievalHealthcare & BiologyFinance & LegalEdge & Mobile AIOther AI / MLModel Training

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Apr 20, 2018
Forked
Mar 22, 2026
Your last push
8 months ago
Upstream last push
8 months ago
Tracked since
Jul 31, 2025

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