poincare-embeddings
Hierarchical embeddings
Implementation of Poincaré Embeddings algorithm in PyTorch for hierarchical representation learning
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
2k stars
50 watching
230 forks
Language: Python
last commit: 7 months ago
Linked from 3 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
| A flexible PyTorch image classification framework for rapid research exploration and model evaluation. | 2,141 |
| A PyTorch wrapper around Facebook AI Research's Detectron models for object detection and instance segmentation | 557 |
| A PyTorch implementation of the skip-gram model for learning word embeddings. | 188 |
| Pytorch implementation of unsupervised depth and ego-motion learning from video sequences | 1,022 |
| An implementation of a non-parameterized approach for building sentence representations | 19 |
| Multi-sense word embeddings learned from visual cooccurrences | 25 |
| A PyTorch implementation of a deep learning model for inpainting images using contextual information | 366 |
| Provides pseudo-GT 3D human pose data and pre-trained models for training 3D pose estimation algorithms | 379 |
| This project investigates how to design architectures that enable better performance in federated learning systems, particularly for visual recognition tasks. | 10 |
| Trains word embeddings from a paraphrase database to represent semantic relationships between words. | 30 |
| An implementation of federated learning algorithm for image classification | 50 |
| Provides clinical BERT embeddings for natural language processing tasks in healthcare | 680 |
| An implementation of a deep learning-based method for creating vector representations of nodes in a graph | 167 |
| An implementation of structure2vec, a method to generate vector representations from molecular structures | 309 |
| This repository provides pre-trained models and code for using SpanBERT in various natural language processing tasks. | 893 |