facebookresearch / poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
☆1,669Updated last month
Related projects: ⓘ
- Hyperbolic Embeddings☆370Updated last year
- Generate embeddings from large-scale graph-structured data.☆3,364Updated 6 months ago
- ☆1,273Updated 10 months ago
- GraphVite: A General and High-performance Graph Embedding System☆1,217Updated 3 months ago
- A python tool for evaluating the quality of sentence embeddings.☆2,081Updated 6 months ago
- Keras-based implementation of Relational Graph Convolutional Networks☆787Updated 5 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,105Updated 2 years ago
- A curated list of network embedding techniques.☆2,582Updated 3 years ago
- General purpose unsupervised sentence representations☆1,193Updated 2 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆783Updated last year
- Package for evaluating word embeddings☆435Updated 3 years ago
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆891Updated last year
- ☆2,608Updated 2 years ago
- DeepWalk - Deep Learning for Graphs☆2,668Updated last year
- Implementation of Graph Auto-Encoders in TensorFlow☆1,644Updated 4 years ago
- A PyTorch implementation of Paragraph Vectors (doc2vec).☆411Updated last year
- Curated list of 2vec-type embedding models☆910Updated last year
- Sample Code for Gated Graph Neural Networks☆1,026Updated 4 years ago
- Fastest network node embeddings in the west☆506Updated last month
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,533Updated 3 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆672Updated 5 months ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,872Updated last year
- Python library to compute knowledge graph embeddings☆474Updated 5 years ago
- InferSent sentence embeddings☆2,280Updated 3 years ago
- Implementation of the node2vec algorithm.☆1,211Updated last month
- A curated list of pretrained sentence and word embedding models☆2,215Updated 3 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆829Updated 2 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,401Updated last month
- Riemannian Adaptive Optimization Methods with pytorch optim☆835Updated 4 months ago
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,524Updated 4 years ago