NeuralKG

Getting Started

  • Install

Experiment Result

  • Results

Basic Parameters Description

  • Description of basic parameters

Package

  • NeuralKG
    • Data
    • Eval_Task
    • Lit_Model
    • loss
    • Model
NeuralKG
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  • NeuralKG
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NeuralKGΒΆ

  • Data
    • base_data_module
    • DataPreprocess
    • Sampler
    • Grounding
    • RuleDataLoader
    • KGDataModule
  • Eval_Task
    • CompGCN_prediction
    • link_prediction
    • RGCN_prediction
    • XTransE_prediction
  • Lit_Model
    • KGELitModel
    • BaseLitModel
    • CompGCNLitModel
    • ConvELitModel
    • CrossELitModel
    • IterELitModel
    • KBATLitModel
    • RGCNLitModel
    • RugELitModel
    • XTransELitModel
  • loss
    • Adv_Loss
    • ComplEx_NNE_AER_Loss
    • Cross_Entropy_Loss
    • CrossE_Loss
    • IterE_Loss
    • KBAT_Loss
    • Margin_Loss
    • RGCN_Loss
    • RugE_Loss
    • SimplE_Loss
  • Model
    • KGEModel
      • model
      • TransE
      • TransH
      • TransR
      • BoxE
      • ComplEx
      • ConvE
      • CrossE
      • DistMult
      • RotatE
      • SimplE
    • RuleModel
      • IterE
      • RugE
      • ComplEx_NNE_AER
    • GNNModel
      • CompGCN
      • KBAT
      • RGCN
      • XTransE
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