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Get Started

  • Install
  • Quick Start
    • Quick Start From API
    • Quick Start From Source

Advanced Materials

  • A Pipeline of OpenHGNN
    • Task
    • Model
    • TrainerFlow
  • Developer Guide
    • Evaluate a new dataset
    • Apply a new model
    • Apply to a new scenario

API Reference

  • Dataset
    • openhgnn.dataset.BaseDataset
    • openhgnn.dataset.NodeClassificationDataset
    • openhgnn.dataset.LinkPredictionDataset
    • openhgnn.dataset.RecommendationDataset
    • openhgnn.dataset.AcademicDataset
    • openhgnn.dataset.HGBDataset
    • openhgnn.dataset.OHGBDataset
    • openhgnn.dataset.GTNDataset
    • openhgnn.dataset.AsLinkPredictionDataset
    • openhgnn.dataset.AsNodeClassificationDataset
    • openhgnn.dataset.EdgeClassificationDataset
    • openhgnn.dataset.OAGDataset
  • Task
    • openhgnn.tasks.BaseTask
    • openhgnn.tasks.NodeClassification
    • openhgnn.tasks.LinkPrediction
    • openhgnn.tasks.Recommendation
    • openhgnn.tasks.EdgeClassification
    • openhgnn.tasks.hypergraph
  • Layer
    • openhgnn.layers.HeteroEmbedLayer
    • openhgnn.layers.GeneralLinear
    • openhgnn.layers.HeteroLinearLayer
    • openhgnn.layers.HeteroMLPLayer
    • openhgnn.layers.HeteroFeature
    • openhgnn.layers.MetapathConv
    • openhgnn.layers.HeteroGraphConv
    • openhgnn.layers.ATTConv
    • openhgnn.layers.MacroConv
    • openhgnn.layers.SemanticAttention
    • openhgnn.layers.CompConv
    • openhgnn.layers.AttConv
    • openhgnn.layers.LSTMConv
  • Models
    • openhgnn.models.BaseModel
    • openhgnn.models.CompGCN
    • openhgnn.models.HetGNN
    • openhgnn.models.RGCN
    • openhgnn.models.RGAT
    • openhgnn.models.RSHN
    • openhgnn.models.SkipGram
    • openhgnn.models.HAN
    • openhgnn.models.HeCo
    • openhgnn.models.HGT
    • openhgnn.models.GTN
    • openhgnn.models.fastGTN
    • openhgnn.models.MHNF
    • openhgnn.models.MAGNN
    • openhgnn.models.HeGAN
    • openhgnn.models.NSHE
    • openhgnn.models.NARS
    • openhgnn.models.RHGNN
    • openhgnn.models.HPN
    • openhgnn.models.KGCN
    • openhgnn.models.SLiCE
    • openhgnn.models.HGSL
    • openhgnn.models.homo_GNN
    • openhgnn.models.general_HGNN
    • openhgnn.models.HDE
    • openhgnn.models.SimpleHGN
    • openhgnn.models.GATNE
    • openhgnn.models.Rsage
    • openhgnn.models.Mg2vec
    • openhgnn.models.DHNE
    • openhgnn.models.DiffMG
    • openhgnn.models.MeiREC
    • openhgnn.models.HMPNN
    • openhgnn.models.SeHGNN
  • Trainerflow
    • openhgnn.trainerflow.BaseFlow
    • openhgnn.trainerflow.NodeClassification
    • openhgnn.trainerflow.LinkPrediction
    • openhgnn.trainerflow.Recommendation
    • openhgnn.trainerflow.HetGNNTrainer
    • openhgnn.trainerflow.HGTTrainer
    • openhgnn.trainerflow.KGCNTrainer
    • openhgnn.trainerflow.HeGANTrainer
    • openhgnn.trainerflow.Metapath2VecTrainer
    • openhgnn.trainerflow.HERecTrainer
    • openhgnn.trainerflow.HeCoTrainer
    • openhgnn.trainerflow.DMGI_trainer
    • openhgnn.trainerflow.SLiCETrainer
    • openhgnn.trainerflow.hde_trainer
    • openhgnn.trainerflow.GATNE
    • openhgnn.trainerflow.HANNodeClassification
    • openhgnn.trainerflow.HANLinkPrediction
    • openhgnn.trainerflow.Mg2vecTrainer
    • openhgnn.trainerflow.DHNE_trainer
    • openhgnn.trainerflow.DiffMG_trainer
    • openhgnn.trainerflow.MeiRECTrainer
    • openhgnn.trainerflow.SeHGNNtrainer
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