hyperbolics
Graph embeddings library
A software package implementing hyperbolic embedding methods for analyzing graph structures
Hyperbolic Embeddings
377 stars
29 watching
64 forks
Language: Python
last commit: about 3 years agoLinked from 2 awesome lists
chihming/awesome-network-embedding
separius/awesome-sentence-embeddingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 mnick/holographic-embeddings | A repository providing code for experiments with knowledge graph embeddings. | 172 |
 ibalazevic/hyper | Implementing knowledge graph embeddings using hypernetworks in PyTorch. | 53 |
 laxatives/tensorflow-transx | A software project focused on developing a library for tensor-based graph embeddings using TensorFlow. | 0 |
 benedekrozemberczki/tene | A sparsity-aware implementation of a deep learning algorithm for graph embedding with text information. | 74 |
 facebookresearch/poincare-embeddings | Implementation of Poincaré Embeddings algorithm in PyTorch for hierarchical representation learning | 1,684 |
 xgfs/verse | An open-source implementation of graph embedding from similarity measures | 129 |
 jacomyal/sigma.js | A JavaScript library for visualizing large graphs using WebGL | 11,339 |
| benedekrozemberczki/gemsec | A reference implementation of graph embedding with clustering using deep learning techniques | 253 |
| benedekrozemberczki/feather | A reference implementation of a method for learning graph node embeddings from graph structure and node features | 47 |
 ryankiros/visual-semantic-embedding | A Python implementation of an image-sentence embedding method using LSTM networks. | 427 |
| benedekrozemberczki/attentionwalk | An implementation of a deep learning algorithm to generate node embeddings in graphs | 322 |
 pykeen/pykeen | A Python library for learning and evaluating knowledge graph embeddings | 1,708 |
 emilbayes/hypercore-dag | A JavaScript library allowing random-access to graph nodes using Hypercore DAGs | 24 |
 yamafaktory/hypergraph | A data structure library to model complex relational networks with flexible hyperedges and various edge weights. | 289 |
 tadpole/dhne | A software framework implementing a deep learning-based method to learn embeddings for hyper-networks. | 45 |