A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 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).

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Collaborative and Content based Recommendation System ( POC with additional business logic )

FastAPI microservice for the recommendation of musical tracks