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概述

主页
安装
数据集
评估指标
多 GPU 配置
实现细节

教程

知识图谱嵌入模型

平移模型

TransE-FB15K-single-gpu
TransE-FB15K-single-gpu-wandb
TransE-FB15K-single-gpu-hpo
TransE-FB15K-accelerate
TransE-FB15K-accelerate-wandb
TransE-FB15K237-single-gpu-wandb
TransE-WN18RR-single-gpu-adv-wandb
TransH-FB15K237-single-gpu
TransH-FB15K237-single-gpu-wandb
TransH-FB15K237-single-gpu-hpo
TransH-FB15K237-accelerate
TransH-FB15K237-accelerate-wandb
TransR-FB15K237-single-gpu
TransR-FB15K237-single-gpu-wandb
TransR-FB15K237-single-gpu-hpo
TransR-FB15K237-accelerate
TransD-FB15K237-single-gpu-wandb
TransD-FB15K237-single-gpu-hpo
RotatE-WN18RR-single-gpu-adv
RotatE-WN18RR-single-gpu-adv-wandb
RotatE-WN18RR-single-gpu-adv-hpo

语义匹配模型

RESCAL-FB15K237-single-gpu
RESCAL-FB15K237-single-gpu-wandb
RESCAL-FB15K237-single-gpu-hpo
DistMult-WN18RR-single-gpu-wandb
DistMult-WN18RR-single-gpu-adv-wandb
DistMult-WN18RR-single-gpu-adv-hpo
HolE-WN18RR-single-gpu-wandb
HolE-WN18RR-single-gpu-hpo
ComplEx-WN18RR-single-gpu-wandb
ComplEx-WN18RR-single-gpu-hpo
ANALOGY-WN18RR-single-gpu
ANALOGY-WN18RR-single-gpu-wandb
ANALOGY-WN18RR-single-gpu-hpo
SimplE-WN18RR-single-gpu-wandb
SimplE-WN18RR-single-gpu-hpo

图神经网络模型

RGCN-FB15K237-single-gpu
RGCN-FB15K237-single-gpu-wandb
RGCN-FB15K237-single-gpu-hpo
CompGCN-FB15K237-single-gpu
CompGCN-FB15K237-single-gpu-wandb
CompGCN-FB15K237-single-gpu-hpo

API

API
Indices and tables

参考

参考文献

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