facebookresearch / poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
☆1,682Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for poincare-embeddings
- Hyperbolic Embeddings☆374Updated last year
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆832Updated 2 years ago
- Generate embeddings from large-scale graph-structured data.☆3,387Updated 8 months ago
- GraphVite: A General and High-performance Graph Embedding System☆1,231Updated 5 months ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆784Updated last year
- Hyperbolic Graph Convolutional Networks in PyTorch.☆602Updated 3 months ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,246Updated last year
- Implementation of Graph Auto-Encoders in TensorFlow☆1,648Updated 4 years ago
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆905Updated 2 years ago
- ☆1,276Updated last year
- A PyTorch implementation of Paragraph Vectors (doc2vec).☆412Updated last year
- Keras-based implementation of Relational Graph Convolutional Networks☆793Updated 5 years ago
- A python tool for evaluating the quality of sentence embeddings.☆2,087Updated 8 months ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,108Updated 2 years ago
- Hyperbolic Graph Neural Networks☆227Updated 5 years ago
- High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.☆1,273Updated last year
- Riemannian Adaptive Optimization Methods with pytorch optim☆853Updated 6 months ago
- Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882☆129Updated 6 years ago
- A curated list of network embedding techniques.☆2,595Updated 3 years ago
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆321Updated 2 years ago
- Python library assists deep learning on graphs☆550Updated last year
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆1,945Updated 9 months ago
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆172Updated 4 years ago
- Weekly reading group on Graphs at Mila☆279Updated 5 years ago
- Simple reference implementation of GraphSAGE.☆996Updated 4 years ago
- GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models☆696Updated 2 years ago
- InferSent sentence embeddings☆2,281Updated 3 years ago
- A curated list of pretrained sentence and word embedding models☆2,233Updated 3 years ago
- General purpose unsupervised sentence representations☆1,193Updated 2 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆674Updated 7 months ago