A distributed version of the RandNE method, developed with Apache Spark
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Updated
Jan 26, 2022 - Scala
A distributed version of the RandNE method, developed with Apache Spark
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations"
A knowledge graph containing 5 million research papers. Uses: compute Erdős numbers, rank influence of cities on research areas, detect whether researchers with the same name are the same person.
graph_data_parser for euler
Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"
Momentum Graph Contrastive Learning
NetHash algorithm from IJCAI 2018
Embedding graph in metric spaces
Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".
Repository for the paper "RDFsim: Similarity-Based Browsing over DBpedia using Embeddings", Manos Chatzakis, Michalis Mountantonakis and Yannis Tzitzikas. 2021, Information MDPI Switzerland.
DeepWalk - Deep Learning for Graphs
ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation
Python wrapper to 'SGtSNEpi.jl'
A link prediction project which can predict user relationship.
Reproduction of the LINE-1 network embedding method
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