chihming / awesome-network-embeddingLinks
A curated list of network embedding techniques.
☆2,611Updated 4 years ago
Alternatives and similar repositories for awesome-network-embedding
Users that are interested in awesome-network-embedding are comparing it to the libraries listed below
Sorting:
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,523Updated 4 years ago
- An Open-Source Package for Network Embedding (NE)☆1,700Updated last year
- ☆1,286Updated last year
- DeepWalk - Deep Learning for Graphs☆2,729Updated last year
- ☆2,676Updated 2 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,789Updated 2 years ago
- GraphVite: A General and High-performance Graph Embedding System☆1,252Updated 11 months ago
- Curated list of 2vec-type embedding models☆920Updated 2 years ago
- LINE: Large-scale information network embedding☆1,050Updated 10 months ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,524Updated 9 months ago
- Generate embeddings from large-scale graph-structured data.☆3,413Updated last year
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,533Updated 3 years ago
- Implementation of the node2vec algorithm.☆1,275Updated 9 months ago
- A curated list of community detection research papers with implementations.☆2,376Updated last year
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆923Updated 2 years ago
- A comprehensive collection of recent papers on graph deep learning☆3,085Updated 4 years ago
- Implementation and experiments of graph embedding algorithms.☆3,806Updated last year
- Paper Lists for Graph Neural Networks☆2,259Updated last year
- Implementation of Graph Auto-Encoders in TensorFlow☆1,688Updated 5 years ago
- This repository provides a reference implementation of struc2vec.☆390Updated last year
- PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"☆1,712Updated last week
- Simple reference implementation of GraphSAGE.☆1,022Updated 5 years ago
- Keras implementation of Graph Convolutional Networks☆791Updated 4 years ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,255Updated 2 years ago
- TensorFlow implementations of Graph Neural Networks☆919Updated 2 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆813Updated 5 years ago
- This is a implementation of SDNE (Structural Deep Network embedding)☆321Updated 3 years ago
- Materials for DGL hands-on tutorial in WWW 2020☆505Updated 3 years ago
- StellarGraph - Machine Learning on Graphs☆3,010Updated last year
- Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"☆531Updated 3 years ago