online-node2vec and dynnode2vec
About online-node2vec
ferencberes/online-node2vec
Node Embeddings in Dynamic Graphs
This project helps researchers and data scientists understand how relationships evolve over time within dynamic networks, such as social media interactions or evolving collaboration graphs. It takes a stream of network events (like new connections or interactions) and produces numerical representations (embeddings) for each node, reflecting its current role and connections. This allows for tasks like identifying similar users or predicting future connections in real-time. It is designed for network scientists and data analysts working with changing relational data.
About dynnode2vec
pedugnat/dynnode2vec
dynnode2vec is a python package that implements algorithms to embed dynamic graphs
This project helps data scientists and researchers understand how complex relationships evolve over time. You input a series of graphs representing a network's state at different moments, and it outputs numerical representations (embeddings) for each node, capturing its role and context within the changing network. This is useful for anyone analyzing dynamic social networks, biological interactions, or evolving infrastructure.
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