Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: deepwalk
benedekrozemberczki/awesome-community-detection
A curated list of community detection research papers with implementations.
Language: Python - Size: 2.21 MB - Last synced: about 10 hours ago - Pushed: 2 months ago - Stars: 2,276 - Forks: 361
benedekrozemberczki/awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
Language: Python - Size: 1.79 MB - Last synced: about 10 hours ago - Pushed: about 1 year ago - Stars: 4,706 - Forks: 744
benedekrozemberczki/MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Language: Python - Size: 19.4 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 149 - Forks: 24
BaseModelAI/cleora
Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
Language: Jupyter Notebook - Size: 4.82 MB - Last synced: about 4 hours ago - Pushed: 7 months ago - Stars: 478 - Forks: 51
benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Language: Python - Size: 28 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 2,092 - Forks: 240
mayankkejriwal/Geonames-embeddings
Embeddings for all geonames populated locations with population greater than 0
Size: 522 MB - Last synced: 7 days ago - Pushed: about 7 years ago - Stars: 12 - Forks: 0
benedekrozemberczki/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Language: Python - Size: 7.36 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 164 - Forks: 38
YinzhenWan/recome_wan
用pytorch 方法复现了二十多个经典的推荐算法论文,其中包含排序论文和推荐召回论文,并在demo里面选了一个召回模型和排序模型的运行示例。
Language: Python - Size: 783 KB - Last synced: 10 days ago - Pushed: about 1 year ago - Stars: 28 - Forks: 3
benedekrozemberczki/DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Language: Python - Size: 2.31 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 201 - Forks: 40
benedekrozemberczki/diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Language: Python - Size: 3.9 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 120 - Forks: 20
benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Language: Python - Size: 217 KB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 879 - Forks: 168
benedekrozemberczki/GRAF
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Language: Python - Size: 1.57 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 10 - Forks: 11
benedekrozemberczki/ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
Language: Python - Size: 14.2 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 776 - Forks: 133
benedekrozemberczki/GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Language: Python - Size: 4.15 MB - Last synced: 22 days ago - Pushed: about 1 year ago - Stars: 559 - Forks: 114
benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
Size: 91.4 MB - Last synced: 22 days ago - Pushed: 2 months ago - Stars: 586 - Forks: 87
HuichuanLI/GraphNeuralNetWork
玩转图神经网络和知识图谱的相关算法:GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe
Language: Jupyter Notebook - Size: 16.3 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 23 - Forks: 6
benedekrozemberczki/CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Language: Python - Size: 4.66 MB - Last synced: 22 days ago - Pushed: about 1 year ago - Stars: 1,229 - Forks: 197
benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Language: Python - Size: 11.4 MB - Last synced: 22 days ago - Pushed: 12 months ago - Stars: 207 - Forks: 44
triandicAnt/GraphEmbeddingRecommendationSystem
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
Language: Python - Size: 21.5 MB - Last synced: 22 days ago - Pushed: over 6 years ago - Stars: 189 - Forks: 55
benedekrozemberczki/EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
Language: Python - Size: 1.14 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 131 - Forks: 19
benedekrozemberczki/APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Language: Python - Size: 1.2 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 357 - Forks: 49
benedekrozemberczki/GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Language: Python - Size: 10.4 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 250 - Forks: 49
benedekrozemberczki/MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Language: Python - Size: 5.06 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 397 - Forks: 62
benedekrozemberczki/BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
Language: Python - Size: 797 KB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 87 - Forks: 23
benedekrozemberczki/AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Language: Python - Size: 1.25 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 312 - Forks: 48
benedekrozemberczki/SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Language: Python - Size: 5.08 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 206 - Forks: 49
benedekrozemberczki/RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Language: Python - Size: 5.06 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 61 - Forks: 21
benedekrozemberczki/M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Language: Python - Size: 569 KB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 119 - Forks: 29
benedekrozemberczki/SINE
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Language: Python - Size: 2.49 MB - Last synced: 1 day ago - Pushed: about 1 year ago - Stars: 71 - Forks: 18
benedekrozemberczki/PDN
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Language: Python - Size: 4.8 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 57 - Forks: 11
benedekrozemberczki/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Language: Python - Size: 13 MB - Last synced: 22 days ago - Pushed: about 1 year ago - Stars: 267 - Forks: 59
benedekrozemberczki/TADW
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Language: Python - Size: 1.45 MB - Last synced: 2 days ago - Pushed: almost 2 years ago - Stars: 55 - Forks: 14
benedekrozemberczki/GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Language: Python - Size: 6.88 MB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 60 - Forks: 25
xiangyue9607/BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
Language: Python - Size: 27 MB - Last synced: about 2 months ago - Pushed: about 4 years ago - Stars: 218 - Forks: 72
benedekrozemberczki/spatiotemporal_datasets
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
Size: 72.3 KB - Last synced: 22 days ago - Pushed: 2 months ago - Stars: 46 - Forks: 5
benedekrozemberczki/walklets
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Language: Python - Size: 2.99 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 101 - Forks: 22
dsgiitr/graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Language: Jupyter Notebook - Size: 11.9 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 1,080 - Forks: 222
benedekrozemberczki/ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Language: Python - Size: 1.01 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 79 - Forks: 27
gulabpatel/Graph_Neural_Network
Language: Jupyter Notebook - Size: 14.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 8 - Forks: 0
benedekrozemberczki/FEATHER
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Language: Python - Size: 14.3 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 43 - Forks: 11
benedekrozemberczki/NMFADMM
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Language: Python - Size: 7.13 MB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 42 - Forks: 11
benedekrozemberczki/TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Language: Python - Size: 1.93 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 71 - Forks: 17
shenweichen/GraphEmbedding
Implementation and experiments of graph embedding algorithms.
Language: Python - Size: 665 KB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 3,529 - Forks: 1,021
benedekrozemberczki/GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Language: Python - Size: 2.9 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 264 - Forks: 57
xptree/NetMF
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Language: Python - Size: 1.16 MB - Last synced: 2 months ago - Pushed: over 4 years ago - Stars: 186 - Forks: 47
Aminoid/music-recommender-system-deepwalk
Graph Embeddings for Recommender Systems
Language: Python - Size: 8.52 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 6 - Forks: 6
jwplayer/jwalk
:walking: Cython implementation of DeepWalk
Language: Python - Size: 247 KB - Last synced: 14 days ago - Pushed: 11 months ago - Stars: 53 - Forks: 15
benedekrozemberczki/OrbitalFeatures
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)
Language: Python - Size: 771 KB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 20 - Forks: 11
theadamsabra/node_embedders
Torch geometric compatible node embedders
Language: Python - Size: 40 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
GuanSuns/Graph-Embedding-Algorithms
Inverstigate different graph embedding algorithms
Language: Python - Size: 554 MB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0
paulosantosneto/dl-bp
blueprints of deep learning
Language: Python - Size: 1010 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0
RainBoltz/pySmore
A newly interpreted code of C++ project `SMORe`, which developed in Python to enhance the usage-flexibility and migration-potential.
Language: Python - Size: 980 KB - Last synced: 23 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
benedekrozemberczki/resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
Size: 33.2 KB - Last synced: 22 days ago - Pushed: over 4 years ago - Stars: 20 - Forks: 10
Pengeace/LncRNA-Disease-link
Predicting lncRNA-disease associations in heterogeneous network based on deep learning method.
Size: 477 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 12 - Forks: 6
benedekrozemberczki/BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
Language: Python - Size: 829 KB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 33 - Forks: 13
nexus-lab/vul-detect
GitHub repository vulnerability detection and metrics.
Language: Python - Size: 90.8 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0
Sam3448/Online_DeepWalk
Online DeepWalk: an improvement of MMDW for IJCAI16
Language: Java - Size: 35 MB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 3 - Forks: 2
huangqianfei0916/learn_nlp
Implementations of different NLP tasks
Language: Python - Size: 2.05 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
benedekrozemberczki/FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Language: Python - Size: 851 KB - Last synced: 2 days ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 9
pierrenodet/aruku
A Random Walk Engine for Apache Spark
Language: Scala - Size: 1.99 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 2
o-Senpai-o/Graph_neural_networks
Zero-to-hero for Graph Neural Networks
Language: Jupyter Notebook - Size: 57.6 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
ki-ljl/deepwalk-kmeans
Deepwalk implements graph embedding, and uses k-means for clustering based on the embedding results.
Language: Python - Size: 3.91 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 9 - Forks: 0
vlukiyanov/pt-splitter
PyTorch implementation of Splitter graph node embeddings
Language: Python - Size: 62.5 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
Hamza-t/Classifying-Facebook-pages-using-DeepWalk-and-Node2Vec
Language: Jupyter Notebook - Size: 2.41 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
junyachen/GAIMC
Geography-Aware Inductive Matrix Completion for Personalized Point of Interest Recommendation in Smart Cities
Language: Jupyter Notebook - Size: 19.9 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 6 - Forks: 4
xgfs/deepwalk-c
DeepWalk implementation in C++
Language: C++ - Size: 36.1 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 96 - Forks: 14
nilax97/col868benchmark
Benchmarking Node2vec and DeepWalk for course on Graph Neural Networks
Language: TeX - Size: 3.47 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 0
xjtu-ygq/Sohu
2022搜狐校园 情感分析 × 推荐排序 算法大赛Top12
Language: Jupyter Notebook - Size: 17.7 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
helloybz/Deepwalk-Clone
My implementation of Deepwalk in PyTorch
Language: Python - Size: 2.53 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
lukaszbrzozowski/ReLeGy
Representation Learning of Graphs in Python
Language: Jupyter Notebook - Size: 18.4 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 8 - Forks: 0
roopansh/Network-Embedding
Language: Python - Size: 7.55 MB - Last synced: 25 days ago - Pushed: over 5 years ago - Stars: 3 - Forks: 3
julioegb/DeepWalk_vs_Node2Vec
This notebook is part of a project on Graph Embedding Techniques. It's a comparison between DeepWalk and Node2Vec using SkipGram applied to a dataset called Github Social Network. I did several tests with different p and q values for Node2Vec, the last p = 0.25 and q = 0.25 were the ones that gave me the best result.
Language: Jupyter Notebook - Size: 5.43 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
Kannank97/Deep_Learning-Biological_Networks
Node Classification on Biological networks using Deep learning
Language: Python - Size: 43.1 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 6 - Forks: 3
benedekrozemberczki/NestedSubtreeHash
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).
Language: Python - Size: 151 KB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 8
chulhongsung/DeepWalk_R
DeepWalk with R
Language: R - Size: 33.2 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
hxtruong6/graph-embedding
Graph embedding
Language: Jupyter Notebook - Size: 34.8 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
EruditePanda/cherub
Tensorflow implementation of HARP (https://research.google.com/pubs/pub46519.html)
Size: 1.95 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0