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Published March 16, 2019 | Version 1.0.0
Software Open

Accenture/AmpliGraph: AmpliGraph 1.0.0

Description

  • TransE
  • DistMult
  • ComplEx
  • FB15k, WN18, FB15k-237, WN18RR, YAGO3-10 loaders
  • generic lloader for csv files
  • RDF, ntriples loaders
  • Learning to rank evaluation protocol
  • Tensorflow-based negatives generation
  • save/restore capabilities for mdoels
  • pairwise loss
  • nll loss
  • self-adversarial loss
  • absolute margin loss
  • Model selection routine
  • LCWA corruption strategy for training and eval
  • rank, Hits@N, MRR scores functions

Files

Accenture/AmpliGraph-1.0.0.zip

Files (3.2 MB)

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md5:4998df834b3dc4d281c421f7c1695676
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Additional details

Related works