Pykg2vec swMATH ID: 30609 Software Authors: Shih Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque Description: Pykg2vec: A Python Library for Knowledge Graph Embedding. Pykg2vec is an open-source Python library for learning the representations of the entities and relations in knowledge graphs. Pykg2vec’s flexible and modular software architecture currently implements 16 state-of-the-art knowledge graph embedding algorithms, and is designed to easily incorporate new algorithms. The goal of pykg2vec is to provide a practical and educational platform to accelerate research in knowledge graph representation learning. Pykg2vec is built on top of TensorFlow and Python’s multiprocessing framework and provides modules for batch generation, Bayesian hyperparameter optimization, mean rank evaluation, embedding, and result visualization. Pykg2vec is released under the MIT License and is also available in the Python Package Index (PyPI). Homepage: https://arxiv.org/abs/1906.04239 Source Code: https://github.com/Sujit-O/pykg2vec Dependencies: Python Keywords: Artificial Intelligence; arXiv_cs.AI; Machine Learning; arXiv_cs.LG; arXiv_stat.ML; Python; Knowledge Graph Embedding; Representation Learning Related Software: OpenKE; AmpliGraph; Python; DGL-KE; PyKEEN; PyTorch; BioKEEN; RotatE; YAGO; LibKGE; Freebase; GraphVite; PyTorch-BigGraph; DGL; TorchKGE; BoxE; NeuralKG; DBpedia; Scikit; ProjE Cited in: 2 Publications Standard Articles 2 Publications describing the Software, including 1 Publication in zbMATH Year Pykg2vec: a Python library for knowledge graph embedding. Zbl 07370533Yu, Shih-Yuan; Chhetri, Sujit Rokka; Canedo, Arquimedes; Goyal, Palash; Faruque, Mohammad Abdullah Al 2021 Pykg2vec: A Python Library for Knowledge Graph Embedding Shih Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque 2019 all top 5 Cited by 12 Authors 1 Ali, Mehdi 1 Berrendorf, Max 1 Canedo, Arquimedes 1 Chhetri, Sujit Rokka 1 Faruque, Mohammad Abdullah Al 1 Goyal, Palash 1 Hoyt, Charles Tapley 1 Lehmann, Jens 1 Sharifzadeh, Sahand 1 Tresp, Volker 1 Vermue, Laurent 1 Yu, Shih-Yuan Cited in 1 Serial 2 Journal of Machine Learning Research (JMLR) Cited in 1 Field 2 Computer science (68-XX) Citations by Year