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Search results for graph unsupervised learning
graph
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unsupervised-learning
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23 search results found
Karateclub
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1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Graph2vec
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791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Pyrdf2vec
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232
🐍 Python Implementation and Extension of RDF2Vec
Dgi
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205
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
Spectral Clustering With Graph Neural Networks For Graph Pooling
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196
Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"
Graphwavemachine
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171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
Dmgi
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117
Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
Bio_corex
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116
A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
Dpgn
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116
This repository contains the official implementation of DPGN: Distribution Propagation Graph Network for Few-shot Learning.
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Labelpropagation
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101
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
Rakun
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91
Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation
Tigerlily
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90
TigerLily: Finding drug interactions in silico with the Graph.
Glomo
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61
Unsupervised Learning of Transferable Relational Graphs
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Dgi
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54
TensorFlow implementation of Deep Graph Infomax
Gdynet
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47
Unsupervised learning of atomic scale dynamics from molecular dynamics.
Cgmm
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33
Official Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)
Otcoarsening
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23
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport
Break12306captcha
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16
Code and models accompanying "Learning to Associate Words and Images Using a Large-scale Graph"
Mvgl
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15
TCyb17: Graph learning for multiview clustering
Graph Infoclust Gic
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13
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning (PA-KDD 2021)
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Ugle
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5
Python Framework for An Investigation into Unsupervised GNN Learning Environments
Civic_issue_dataset
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5
Civic Issue Detection Dataset from Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues
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1-23 of 23 search results
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