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PyTorch-BigGraph

PyTorch-BigGraph

2026년 6월 14일1 min read

PyTorch-BigGraph

Graph Neural Network

2. PBG 가 학습하는 모델들

  • [RESCAL](A Three-Way Model for Collective Learning on Multi-Relational Data)
  • DistMult
  • TransE
  • [ComplEx](Complex Embeddings for Simple Link Prediction)

3. Related

4. References

4.1. Links

  • paper: https://arxiv.org/pdf/1903.12287.pdf
  • github: https://github.com/facebookresearch/PyTorch-BigGraph

링크된 언급

2
Complex Embeddings for Simple Link Prediction

...현할 수 있음: X=UV^{T} U 와 V 는 n\times K 크기의 독립된 matrices (K 는 matrix rank) Low Rank Decomposition Related PyTorch BigGraph, knowledge bases References paper: proceedings.mlr.press/v48/trouillon16.html github: github.com/ttro...

PyTorch

... 차지하는 변수들을 가리키는 레퍼런스들을 청소한다. 참고) stackoverflow: how to avoid cuda out of memory in pytorch G) Related PyTorch BigGraph H) References

  • PyTorch-BigGraph
  • 2. PBG 가 학습하는 모델들
  • 3. Related
  • 4. References
  • 4.1. Links