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The Top 23 Machine Learning Network Embedding Open Source Projects

Open source projects categorized as Machine Learning Network Embedding
Categories > Machine Learning > Machine Learning
Categories > Network Embedding
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 8 months agopypi karateclub} Downloads
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
dependent packages 1total releases 1most recent commit 3 years ago
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27most recent commit 10 months ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit a year ago
Datasets ⭐ 521
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 10 months ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Jodie ⭐ 314
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
most recent commit 5 months ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit 10 months ago
Representation Learning On Heterogeneous Graph ⭐ 178
Representation-Learning-on-Heterogeneous-Graph
most recent commit 4 years ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit a year ago
Ice ⭐ 81
ICE: Item Concept Embedding
most recent commit 6 years ago
Tene ⭐ 71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
most recent commit 2 years ago
Sine ⭐ 69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
most recent commit a year ago
Graphml Tutorials ⭐ 63
Tutorials for Machine Learning on Graphs
most recent commit 3 years ago
Tadw ⭐ 50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
most recent commit 2 years ago
Feather ⭐ 39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
most recent commit a year ago
Hsan ⭐ 35
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
most recent commit a year ago
Boostedfactorization ⭐ 31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
most recent commit 2 years ago
Friends Recommender In Social Network ⭐ 21
Friends Recommendation and Link Prediction in Social Netowork
most recent commit 3 years ago
The 2 Most Depended On Machine Learning Network Embedding Open Source Projects
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
dependent packages 1total releases 1latest release March 22, 2022most recent commit 3 years ago
The 6 Latest Releases In Machine Learning Network Embedding Open Source Projects
Dyvider ⭐ 15
Dynamic programming algorithms for exact linear clustering in networks.
total releases 3latest release January 26, 2023most recent commit 9 months ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27latest release August 15, 2022most recent commit 10 months ago
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
dependent packages 1total releases 1latest release March 22, 2022most recent commit 3 years ago
Dynetlsm ⭐ 10
DynetLSM: latent space models for dynamic networks
total releases 1latest release April 10, 2020most recent commit a year ago
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