software . 2019

Accenture/AmpliGraph: AmpliGraph 1.0.1

Costabello, Luca; McCarthy, Nick; Tabacof, Pedro; Sumitpai; McGrath, Rory; Van, Chan Le; Clauss, Christian; Aayam; Pierre-Yves Vandenbussche; Doga Tekin; ...
Open Access
  • Published: 01 Jan 2019
  • Publisher: Zenodo
Abstract
<ul> <li>TransE</li> <li>DistMult</li> <li>ComplEx</li> <li>FB15k, WN18, FB15k-237, WN18RR, YAGO3-10 loaders</li> <li>generic lloader for csv files</li> <li>RDF, ntriples loaders</li> <li>Learning to rank evaluation protocol</li> <li>Tensorflow-based negatives generation</li> <li>save/restore capabilities for mdoels</li> <li>pairwise loss</li> <li>nll loss</li> <li>self-adversarial loss</li> <li>absolute margin loss</li> <li>Model selection routine</li> <li>LCWA corruption strategy for training and eval</li> <li>rank, Hits@N, MRR scores functions</li> </ul>
Subjects
free text keywords: machine learning, relational learning, knowledge graphs, graph representation learning, knowledge graph embeddings
Zenodo
Software . 2019
Provider: Datacite
Zenodo
Software . 2019
Provider: Datacite
Zenodo
Software . 2020
Provider: Datacite
Zenodo
Software . 2019
Provider: Datacite
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software . 2019

Accenture/AmpliGraph: AmpliGraph 1.0.1

Costabello, Luca; McCarthy, Nick; Tabacof, Pedro; Sumitpai; McGrath, Rory; Van, Chan Le; Clauss, Christian; Aayam; Pierre-Yves Vandenbussche; Doga Tekin; ...