Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for graph embeddings
embeddings
x
graph
x
102 search results found
Pytorch Biggraph
⭐
3,326
Generate embeddings from large-scale graph-structured data.
Deepwalk
⭐
2,561
DeepWalk - Deep Learning for Graphs
Awesome Network Embedding
⭐
2,218
A curated list of network embedding techniques.
Awesome Knowledge Graph
⭐
2,122
整理知识图谱相关学习资料
Ampligraph
⭐
1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Capsgnn
⭐
1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Dgl Ke
⭐
1,091
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
Word2vec Graph
⭐
650
Exploring word2vec embeddings as a graph of nearest neighbors
Conve
⭐
574
Convolutional 2D Knowledge Graph Embeddings resources
Compgcn
⭐
519
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
Openea
⭐
470
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
Cleora
⭐
434
Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
Scikit Kge
⭐
363
Python library to compute knowledge graph embeddings
Deeppath
⭐
341
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
Paperlist For Recommender Systems
⭐
334
Recommender Systems Paperlist that I am interested in
Kgtk
⭐
314
Knowledge Graph Toolkit
Attentionwalk
⭐
299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Pykg2vec
⭐
294
Python library for knowledge graph embedding and representation learning.
Seal
⭐
258
SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".
Gemsec
⭐
234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Pyrdf2vec
⭐
232
🐍 Python Implementation and Extension of RDF2Vec
Kprn
⭐
183
Reasoning Over Knowledge Graph Paths for Recommendation
Dcc
⭐
179
This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
Graphwavemachine
⭐
171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
Kbgan
⭐
170
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
Graph2gauss
⭐
160
Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".
Holographic Embeddings
⭐
154
Code for experiments in the AAAI 2016 paper "Holographic Embeddings of Knowledge Graphs"
Entity2rec
⭐
149
entity2rec generates item recommendation using property-specific knowledge graph embeddings
One Shot Relational Learning
⭐
144
Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)
Kgemb
⭐
124
Hyperbolic Knowledge Graph embeddings.
Eakit
⭐
121
Entity Alignment toolkit (EAkit), a lightweight, easy-to-use and highly extensible PyTorch implementation of many entity alignment algorithms.
Diff2vec
⭐
116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Cskg
⭐
98
CSKG: The CommonSense Knowledge Graph
Verse
⭐
94
Reference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures
Simple
⭐
92
SimplE Embedding for Link Prediction in Knowledge Graphs
Evalne
⭐
91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
Tigerlily
⭐
90
TigerLily: Finding drug interactions in silico with the Graph.
Query2box
⭐
87
Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings
Bane
⭐
86
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
Multirelational Poincare
⭐
74
Multi-relational Poincaré Graph Embeddings
Graph Pattern Learner
⭐
71
Evolutionary Graph Pattern Learner that learns SPARQL queries for a given set of source-target-pairs from an endpoint.
R Men
⭐
70
Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
Awesome Recommender System
⭐
69
The collection of papers about recommender system
Graphml Tutorials
⭐
63
Tutorials for Machine Learning on Graphs
Lorentz Embeddings
⭐
62
Embed arbitrary graphs in Hyperbolic space
Graph_2d_cnn
⭐
59
Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'
Rolx
⭐
56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Idgl
⭐
55
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
Mkb
⭐
54
Knowledge Base Embedding By Cooperative Knowledge Distillation
Regal
⭐
54
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Grarep
⭐
54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Quate
⭐
54
Pytorch implementation of Quaternion Knowledge Graph Embeddings.
Simple
⭐
53
Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch
Mtranse
⭐
53
Code and data for IJCAI-17 paper Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
Progres
⭐
47
Fast protein structure searching or your money back
Transe Knowledge Graph Embedding
⭐
46
TensorFlow implementation of TransE and its extended models for Knowledge Representation Learning
Prune
⭐
44
PRUNE: Preserving Proximity and Global Ranking for Network Embedding
Biokeen
⭐
43
A computational library for learning and evaluating biological knowledge graph embeddings - please see the main PyKEEN repo at https://github.com/pykeen/pykeen/
Dysat
⭐
42
Representation learning on dynamic graphs using self-attention networks
Archived Sansa Ml
⭐
41
SANSA Machine Learning Layer
Network Embedding Resources
⭐
41
Network Embedding Survey and Resources
Machine Learning With Ontologies
⭐
39
Walking Rdf And Owl
⭐
38
Feature learning over RDF data and OWL ontologies
Multidigraphner
⭐
38
A Neural Multi-digraph Model for Chinese NER with Gazetteers
M3gm
⭐
37
Max-Margin Markov Graph Models for WordNet (EMNLP 2018)
Ge Fsg
⭐
35
Graph Embedding via Frequent Subgraphs
Planarity
⭐
35
Planar graph algorithms
Itere
⭐
34
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)
Communitygan
⭐
33
A tensorflow implementation of CommunityGAN (Community Detection with Generative Adversarial Nets)
Node_embedding_attack
⭐
31
Adversarial Attacks on Node Embeddings via Graph Poisoning
Gg2vec
⭐
29
Semantic Preserving Embeddings for Generalized Graphs
Watset Java
⭐
29
An implementation of the Watset clustering algorithm in Java.
Knowledge_graph
⭐
29
Hyper
⭐
28
Hypernetwork Knowledge Graph Embeddings
Deepdeepparser
⭐
27
Neural Semantic Graph Parser
Quatre
⭐
25
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
Literale
⭐
23
Knowledge Graph Embeddings learned from the structure and literals of knowledge graphs
Owe
⭐
21
Pytorch code for An Open-World Extension to Knowledge Graph Completion Models (AAAI 2019)
Flexible Fairness Constraints
⭐
20
Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"
Pyembeo
⭐
20
graph embeddings for neo4j in python
Open_knowledge_graph_embeddings
⭐
19
Code to train open knowledge graph embeddings and to create a benchmark for open link prediction.
Hyperbolic Learning
⭐
18
Implemented ML algorithms in hyperbolic geometry (MDS, K-Means, Support vector machines, etc.)
Cdg
⭐
18
Change Detection in a sequence of Graphs
Multi Drug Embedding
⭐
17
Method for drug repurposing from knowledge graphs and literature
Universal Graph Embedding Neural Network
⭐
17
Paper Code Learning Powerful Graph Neural Network Embeddings With Aid Of Transfer Learning
Mhqg
⭐
17
Source code and dataset for "Difficulty-controllable Multi-hop Question Generation From Knowledge Graphs"
Crosse
⭐
17
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs (WSDM'2019)
Projector
⭐
16
Project Dense Vectors Text Representation on 2D Plan
Dl2vec
⭐
16
Convert Description Logic axioms into a graph, and generate embedding representation for the nodes.
Emgraph
⭐
16
A Python library for knowledge graph representation learning (graph embedding).
Path2vec
⭐
15
Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings
Kg2vec
⭐
15
🏎 KG2Vec: Expeditious Generation of Knowledge Graph Embeddings
Midi2vec
⭐
15
MIDI2vec computes embeddings for representing MIDI data in vector space
Transedge
⭐
14
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019
All Graphs Lead To Rome
⭐
13
Graph Convolutional Networks for multi-image matching
Just
⭐
13
Sparsewl
⭐
13
Code for "Weisfeiler and Leman go sparse: Towards higher-order graph embeddings"
Clep
⭐
13
🤖 A Python Package for generating new patient representations driven by data and prior knowledge
Rsc
⭐
12
Robust Spectral Clustering. Implementation of "Robust Spectral Clustering for Noisy Data: Modeling Sparse Corruptions Improves Latent Embeddings".
Drug Target Interaction Prediciton Method
⭐
12
This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction prediction using graph embedding, graph mining, and similarity-based techniques
Related Searches
Python Graph (6,271)
Javascript Graph (3,671)
Python Embeddings (2,239)
Java Graph (2,154)
C Plus Plus Graph (2,047)
Algorithms Graph (1,701)
Graph Edge (1,528)
Network Graph (1,265)
Jupyter Notebook Graph (1,166)
Graph Visualization (962)
1-100 of 102 search results
Next >
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.