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dmlc/dgl

dgl

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

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Builder

dmlc

dmlc

dmlc • individual

Stars

14,273

Using upstream star count

Forks

3,047

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 20, 2018

Project creation date

README Summary

<p align="center"> <img src="http://data.dgl.ai/asset/logo.jpg" height="200"> </p>

Community Evaluation

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AI Dev Skills

Unmapped

Distributed Graph TrainingGraph Attention NetworksGraph ClassificationGraph Convolutional NetworksGraph Neural NetworksGraph SamplingHeterogeneous Graph LearningLink PredictionMessage Passing Neural NetworksNode Classification

Tags

Distributed Graph TrainingGraph Attention NetworksGraph ClassificationGraph Convolutional NetworksGraph Neural NetworksGraph SamplingHeterogeneous Graph LearningLink PredictionMessage Passing Neural NetworksNode ClassificationAI SafetyAPIAdversarialBenchmarkingCLI ToolCurated ListDatabaseDeep LearningDistillationDockerEmbeddingsEvalsForkedGraspingHealthcare AIKnowledge GraphMachine LearningMusic TechOpen SourcePyTorchPythonReal-Time / StreamingReinforcement LearningResearch / PapersRoboticsTensorFlowTransformersTutorial

Taxonomy

AI Trends

Graph Machine LearningGeometric Deep LearningKnowledge Graph Integration

category

Learning ResourcesFoundation ModelsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingRoboticsMLOps & InfrastructureDev Tools & AutomationIndustry: HealthcareIndustry: Audio & MusicSecurity & Safety

Deployment Context

Self-hostedCloud APIOn-premiseDistributed Computing

Industries

Social NetworksBioinformaticsFinancial ServicesRecommendation SystemsKnowledge GraphsDrug DiscoveryTransportation

Modalities

GraphTabularText

Skill Areas

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

tag

AI SafetyAPIAdversarialBenchmarkingCLI ToolCurated ListDatabaseDeep LearningDistillationDockerEmbeddingsEvalsForkedGraspingHealthcare AIKnowledge GraphMachine LearningMusic TechOpen SourcePyTorchPythonReal-Time / StreamingReinforcement LearningResearch / PapersRoboticsTensorFlowTransformersTutorial

Use Cases

Social Network AnalysisMolecular Property PredictionFraud DetectionKnowledge Graph CompletionRecommendation Engine DevelopmentCitation Network AnalysisProtein Structure AnalysisTraffic Flow Prediction

Recent Activity

Updated 10 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryRAG & RetrievalEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationIndustry: HealthcareIndustry: Audio & MusicSecurity & SafetyRoboticsFoundation ModelsModel TrainingGenerative MediaSafety & AlignmentHealthcare & BiologyEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Safety & AlignmentScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

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

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