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
Code the Big Data 2018 Paper: Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Linking Theories and Methods in Cognitive Sciences via Joint Embedding of the Scientific Literature: The Example of Cognitive Control
Graph Embedding for Query Performance Prediction (PVLDB Paper Code)
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