yazdotai / graph-networks
A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined
☆270Updated 5 years ago
Related projects: ⓘ
- A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).☆362Updated last year
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆317Updated last year
- Scalable Graph Neural Networks with Deep Graph Library☆151Updated 3 years ago
- ☆411Updated 5 years ago
- Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, IC…☆351Updated last year
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆315Updated last year
- A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).☆266Updated last year
- Graph Neural Networks for Recommender Systems☆272Updated 3 years ago
- Graph Neural Network☆264Updated 3 years ago
- Materials for DGL hands-on tutorial in WWW 2020☆498Updated 3 years ago
- ☆343Updated 4 years ago
- A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"☆348Updated last month
- This is a tutorial for PyTorch Geometric on the YooChoose dataset☆314Updated 5 years ago
- Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)☆252Updated 5 years ago
- Position-aware Graph Neural Networks☆394Updated 3 years ago
- A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).☆268Updated last year
- A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).☆282Updated 2 years ago
- [ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)☆283Updated 3 years ago
- Representation learning for link prediction within social networks☆340Updated 6 years ago
- Representation learning on dynamic graphs using self-attention networks☆276Updated last year
- Graph Neural Networks for Social Recommendation, WWW'19☆358Updated 3 years ago
- Representation-Learning-on-Heterogeneous-Graph☆434Updated 4 years ago
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆438Updated 5 years ago
- BiNE: Bipartite Network Embedding☆225Updated 3 years ago
- ☆177Updated this week
- A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)☆529Updated 4 years ago
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆402Updated last year
- TensorFlow 2 library implementing Graph Neural Networks☆369Updated last year
- CS224W Course Notes☆293Updated 3 years ago
- Python library assists deep learning on graphs☆543Updated 10 months ago