Published March 16, 2019
| Version 1.0.0
Software
Open
Accenture/AmpliGraph: AmpliGraph 1.0.0
- 1. Accenture Labs
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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Additional details
Related works
- Is part of
- https://github.com/Accenture/AmpliGraph (URL)