HazyResearch / hyperbolics
Hyperbolic Embeddings
☆374Updated last year
Related projects ⓘ
Alternatives and complementary repositories for hyperbolics
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆172Updated 4 years ago
- Hyperbolic Graph Neural Networks☆227Updated 5 years 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
- Hyperbolic Hierarchical Clustering.☆194Updated last year
- PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"☆1,682Updated 3 months ago
- Hyperbolic Graph Convolutional Networks in PyTorch.☆602Updated 3 months ago
- Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)☆126Updated 4 years ago
- Multi-relational Poincaré Graph Embeddings☆158Updated 5 years ago
- code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".☆123Updated last year
- Riemannian Adaptive Optimization Methods with pytorch optim☆853Updated 6 months ago
- Embed arbitrary graphs in Hyperbolic space☆73Updated 2 years ago
- [ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)☆285Updated 3 years ago
- Weekly reading group on Graphs at Mila☆279Updated 5 years ago
- Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper☆85Updated 3 years ago
- ☆143Updated 4 years ago
- Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)☆192Updated 8 months ago
- Hyperbolic Knowledge Graph embeddings.☆251Updated 3 years ago
- Hyperbolic Neural Networks, pytorch☆84Updated 5 years ago
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆321Updated 2 years ago
- Compute graph embeddings via Anonymous Walk Embeddings☆81Updated 6 years ago
- PyTorch Implementation of GraphTSNE, ICLR’19☆133Updated 5 years ago
- Poincaré Embedding☆40Updated 7 years ago
- Hyperbolic PCA via Horospherical Projections☆68Updated last year
- Tools for state of the art Knowledge Base Completion.☆253Updated 3 years ago
- Python library assists deep learning on graphs☆550Updated last year
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆402Updated 2 years ago
- ☆415Updated 5 years ago
- Supplementary code for the paper "Hyperbolic Image Embeddings".☆366Updated 2 years ago
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆320Updated last year
- Learning to query complex networks☆116Updated 5 months ago