HazyResearch / hyperbolics
Hyperbolic Embeddings
☆383Updated last year
Alternatives and similar repositories for hyperbolics:
Users that are interested in hyperbolics are comparing it to the libraries listed below
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆178Updated 4 years ago
- Hyperbolic Graph Neural Networks☆233Updated 5 years ago
- Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882☆133Updated 6 years ago
- Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)☆135Updated 4 years ago
- Hyperbolic Hierarchical Clustering.☆200Updated last year
- Hyperbolic Graph Convolutional Networks in PyTorch.☆621Updated 9 months ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆920Updated last year
- PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"☆1,707Updated 9 months ago
- Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper☆88Updated 4 years ago
- Multi-relational Poincaré Graph Embeddings☆159Updated 5 years ago
- code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".☆124Updated last year
- Hyperbolic Knowledge Graph embeddings.☆252Updated 3 years ago
- Hyperbolic Neural Networks, pytorch☆86Updated 5 years ago
- Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)☆194Updated last year
- Library that contains implementations of machine learning components in the hyperbolic space☆134Updated last year
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆325Updated 2 years ago
- Tools for state of the art Knowledge Base Completion.☆253Updated 3 years ago
- Weekly reading group on Graphs at Mila☆279Updated 6 years ago
- Learning to query complex networks☆116Updated 10 months ago
- ☆144Updated 4 years ago
- [ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)☆288Updated 4 years ago
- Embed arbitrary graphs in Hyperbolic space☆74Updated 3 years ago
- API for accessing the GraphLog dataset☆88Updated last year
- Official PyTorch implementation of Hyperbolic Neural Networks++☆69Updated 4 years ago
- ☆422Updated 6 years ago
- Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".☆187Updated 3 years ago
- ☆172Updated 6 years ago
- Python library assists deep learning on graphs☆556Updated last year
- TuckER: Tensor Factorization for Knowledge Graph Completion☆359Updated last year
- Compute graph embeddings via Anonymous Walk Embeddings☆83Updated 6 years ago