PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
☆1,748May 23, 2025Updated 9 months ago
Alternatives and similar repositories for poincare-embeddings
Users that are interested in poincare-embeddings are comparing it to the libraries listed below
Sorting:
- Hyperbolic Embeddings☆394Jul 6, 2023Updated 2 years ago
- Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper☆88Jan 2, 2021Updated 5 years ago
- Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882☆139Jun 21, 2018Updated 7 years ago
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆184Oct 9, 2020Updated 5 years ago
- Multi-relational Poincaré Graph Embeddings☆161Oct 9, 2019Updated 6 years ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆1,043Jan 27, 2026Updated last month
- Hyperbolic Graph Convolutional Networks in PyTorch.☆659Jul 25, 2024Updated last year
- ☆14Jul 2, 2019Updated 6 years ago
- Hyperbolic Neural Networks, pytorch☆87Jul 4, 2019Updated 6 years ago
- Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)☆145May 19, 2020Updated 5 years ago
- Exploring Random Encoders for Sentence Classification☆183Mar 6, 2020Updated 6 years ago
- Poincaré Embedding (unofficial)☆229May 7, 2019Updated 6 years ago
- Supplementary code for the paper "Hyperbolic Image Embeddings".☆392Jan 12, 2022Updated 4 years ago
- A lightweight experimental logging library☆52Dec 23, 2025Updated 2 months ago
- Hyperbolic Graph Neural Networks☆247Oct 26, 2019Updated 6 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- Run fully connected artificial neural networks with dropout applied (mini)batchwise, rather than samplewise. Given two hidden layers each…☆15May 18, 2015Updated 10 years ago
- Generate embeddings from large-scale graph-structured data.☆3,411Mar 3, 2024Updated 2 years ago
- A python tool for evaluating the quality of sentence embeddings.☆2,106Mar 19, 2024Updated last year
- Embed arbitrary graphs in Hyperbolic space☆78Jan 22, 2022Updated 4 years ago
- InferSent sentence embeddings☆2,280Aug 30, 2021Updated 4 years ago
- Official PyTorch implementation of Hyperbolic Neural Networks++☆81Mar 19, 2021Updated 4 years ago
- Learning embeddings for classification, retrieval and ranking.☆3,958Dec 4, 2022Updated 3 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces☆59Mar 23, 2021Updated 4 years ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,926Feb 14, 2023Updated 3 years ago
- Hyperbolic Hierarchical Clustering.☆207Oct 5, 2023Updated 2 years ago
- code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".☆130Oct 3, 2023Updated 2 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 5 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,123Apr 20, 2022Updated 3 years ago
- ☆42May 20, 2020Updated 5 years ago
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆312Aug 18, 2020Updated 5 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,242Jul 31, 2025Updated 7 months ago
- A library for Multilingual Unsupervised or Supervised word Embeddings☆3,240Aug 31, 2022Updated 3 years ago
- Papers and Codes for the deep learning in hyperbolic space☆187Aug 11, 2022Updated 3 years ago
- Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora☆153Aug 31, 2021Updated 4 years ago
- A curated list of network embedding techniques.☆2,625Dec 8, 2020Updated 5 years ago
- Semi-supervised learning via Compact Latent Space Clustering☆50Jun 6, 2019Updated 6 years ago
- Hyperbolic Knowledge Graph embeddings.☆252Jun 17, 2021Updated 4 years ago