HazyResearch / hyperbolicsLinks
Hyperbolic Embeddings
☆389Updated 2 years ago
Alternatives and similar repositories for hyperbolics
Users that are interested in hyperbolics are comparing it to the libraries listed below
Sorting:
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆178Updated 4 years ago
- Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882☆135Updated 7 years ago
- Hyperbolic Graph Neural Networks☆237Updated 5 years ago
- Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)☆139Updated 5 years ago
- Hyperbolic Hierarchical Clustering.☆202Updated last year
- code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".☆126Updated last year
- Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper☆88Updated 4 years ago
- PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"☆1,730Updated 3 months ago
- Multi-relational Poincaré Graph Embeddings☆160Updated 5 years ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆967Updated 3 weeks ago
- [ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)☆289Updated 4 years ago
- Hyperbolic Neural Networks, pytorch☆87Updated 6 years ago
- Compute graph embeddings via Anonymous Walk Embeddings☆83Updated 7 years ago
- ☆146Updated 5 years ago
- Weekly reading group on Graphs at Mila☆281Updated 6 years ago
- Python toolbox for sampling Determinantal Point Processes☆231Updated last year
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆326Updated 2 years ago
- Hyperbolic Graph Convolutional Networks in PyTorch.☆636Updated last year
- ☆173Updated 6 years ago
- A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.☆259Updated last year
- Tools for state of the art Knowledge Base Completion.☆256Updated 4 years ago
- Python library assists deep learning on graphs☆563Updated last year
- Implementation of Graph Neural Tangent Kernel (NeurIPS 2019)☆105Updated 5 years ago
- Embed arbitrary graphs in Hyperbolic space☆74Updated 3 years ago
- Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)☆197Updated last year
- Learning to query complex networks☆117Updated last year
- Hyperbolic Knowledge Graph embeddings.☆253Updated 4 years ago
- Hyperbolic PCA via Horospherical Projections☆73Updated 2 years ago
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆405Updated 2 years ago
- A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).☆212Updated 2 years ago