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The Top 23 Deepwalk Open Source Projects

Open source projects categorized as Deepwalk
Categories > Deepwalk
Awesome Graph Classification ⭐ 4,565
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit 10 days ago
Graphembedding ⭐ 2,834
Implementation and experiments of graph embedding algorithms.
most recent commit 9 months ago
Awesome Community Detection ⭐ 2,111
A curated list of community detection research papers with implementations.
most recent commit 10 days ago
Karateclub ⭐ 1,853
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106most recent commit 2 days agopypi karateclub} Downloads
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit 10 days ago
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit 5 months ago
Graph_nets ⭐ 769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
most recent commit a year ago
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit 5 months ago
Datasets ⭐ 508
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 14 days ago
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit 10 days ago
Mixhop And N Gcn ⭐ 389
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
most recent commit 5 months ago
Cleora ⭐ 387
Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
most recent commit 6 months ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit 5 months ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit 5 months ago
Gam ⭐ 257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit 5 months ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit 10 days ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit 5 months ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit 5 months ago
Splitter ⭐ 200
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit 5 months ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit 10 days ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit 5 months ago
Netmf ⭐ 134
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
most recent commit 3 years ago
Graphembeddingrecommendationsystem ⭐ 126
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
most recent commit 5 years ago
The 2 Latest Releases In Deepwalk Open Source Projects
Karateclub ⭐ 1,853
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106latest release June 04, 2022most recent commit 2 days agopypi karateclub} Downloads
Jwalk ⭐ 51
:walking: Cython implementation of DeepWalk
total releases 2latest release April 24, 2017most recent commit 3 years ago
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