Shypd.aiThe largest open index of AI toolsawesome-network-embedding is an open-source research and education tool that curates a list of network embedding techniques. It focuses on learning representations of vertices from a given network, also known as graph or knowledge embedding.
Trending
About
awesome-network-embedding is a comprehensive, curated list of network embedding techniques, also referred to as network representation learning, graph embedding, or knowledge embedding. The primary goal of these techniques is to learn effective representations of vertices within a given network structure. The repository includes a wide array of research papers, many of which are accompanied by their corresponding code implementations in various programming languages like Python, PyTorch, TensorFlow, and Matlab. It serves as a valuable resource for researchers and academics interested in exploring and implementing different graph representation learning methods, from foundational algorithms like DeepWalk and LINE to more advanced techniques involving Graph Neural Networks (GNNs) and knowledge graph embeddings. The maintainer plans to re-organize the papers with a clear classification index, and contributions of interesting related work are encouraged.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
