Embeddings
benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
PythonGPL-3.0updated Nov 6, 2022
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
$ git clone https://github.com/benedekrozemberczki/GraphWaveMachine.gitA parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
中文文本分类实践,基于搜狗新闻语料库,采用传统机器学习方法以及预训练模型等方法
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Data from GitHub · snapshot Sep 24, 2026