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Search results for deep learning node embedding
deep-learning
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node-embedding
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19 search results found
Pytorch_geometric_temporal
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2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Littleballoffur
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651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
Appnp
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322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Splitter
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203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Danmf
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187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Musae
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122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Tigerlily
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90
TigerLily: Finding drug interactions in silico with the Graph.
Tene
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71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Sine
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69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Feather
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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".
Deep Hyperedges
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17
New Algorithms for Learning on Hypergraphs
Resolutions 2019
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16
A list of data mining and machine learning papers that I implemented in 2019.
Graphsagehatefulusers
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14
Simple reference implementation of GraphSAGE.
Hullcoverconditionedunitdiskgraph
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8
A generator for unit disk graphs conditioned on concave hull cover.
Graphical Neural Network
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6
CS224W: Graph Embedding, GNNs, Recommendation Systems, and applications.
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