kousun12 / tf_hyperbolic
Hyperbolic (Poincare, Lorentz) Embeddings for TensorFlow
☆56Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for tf_hyperbolic
- Embed arbitrary graphs in Hyperbolic space☆73Updated 2 years ago
- Poincaré Embedding☆40Updated 7 years ago
- A supplementary code for Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs.☆47Updated 5 years ago
- Reference implementations of basic and advanced hypergraph algorithms.☆47Updated 10 months ago
- Skip-gram word embeddings in hyperbolic space☆34Updated 6 years ago
- Pip-installable differentiable stacks in PyTorch!☆65Updated 4 years ago
- Code for the paper "Learning sparse transformations through backpropagation"☆42Updated 4 years ago
- A recreation of the Lorentz embeddings paper from ICML 2018 (Nickel 2018)☆18Updated 5 years ago
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆172Updated 4 years ago
- Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper☆85Updated 3 years ago
- PyTorch Flexible Hash Embeddings☆28Updated 4 years ago
- This contains my M.Tech project work on using Deep Leanring for learning graph representations. Data will be provided on request☆33Updated 7 years ago
- NumPy implementation of Poincaré Embeddings for Learning Hierarchical Representations (Facebook Research)☆81Updated 7 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
- Model for learning document embeddings along with their uncertainties☆35Updated 11 months ago
- Notebooks in support of the UMAP paper☆43Updated 3 years ago
- learning to search in pytorch☆111Updated 4 years ago
- [ICLR 2019] Learning Representations of Sets through Optimized Permutations☆36Updated 5 years ago
- Learning Tree structures and Tree metrics☆23Updated 3 months ago
- Compute graph embeddings via Anonymous Walk Embeddings☆81Updated 6 years ago
- API for accessing the GraphLog dataset☆89Updated 6 months ago
- Bringing node2vec and word2vec together for cool stuff☆22Updated 4 years ago
- ☆50Updated 6 years ago
- Word embedding approach based on a dynamic log-linear model☆55Updated 7 years ago
- Reference implementation of algorithms for reinforcement learning and Markov decision processes.☆11Updated 3 years ago
- Ancestral Gumbel-Top-k Sampling☆23Updated 4 years ago
- The bAbI question-answering dataset ported into T2T.☆32Updated 5 years ago
- Learning neural network embeddings in hyperbolic spaces☆14Updated 4 years ago
- ☆30Updated 2 years ago