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embeddings
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graph-embedding
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15 search results found
Awesome Network Embedding
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2,218
A curated list of network embedding techniques.
Ampligraph
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1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Pymde
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480
Minimum-distortion embedding with PyTorch
Paperlist For Recommender Systems
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334
Recommender Systems Paperlist that I am interested in
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Graphwavemachine
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171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 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).
Evalne
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91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
Tigerlily
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90
TigerLily: Finding drug interactions in silico with the Graph.
Asne
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76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Mkb
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54
Knowledge Base Embedding By Cooperative Knowledge Distillation
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Tadw
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50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Dysat
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42
Representation learning on dynamic graphs using self-attention networks
Ge Fsg
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35
Graph Embedding via Frequent Subgraphs
Openane
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32
OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080
Watset Java
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29
An implementation of the Watset clustering algorithm in Java.
Walk Transformer
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24
From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)
Fscnmf
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16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Sgtsnepi.jl
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16
Julia bindings to SG-t-SNE-Π
Caps2ne
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15
A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
Path2vec
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15
Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings
Domain Adaptation
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11
Domain Adaptation with Adversarial Training and Graph Embeddings
Abrw
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10
Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Nodesketch
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10
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching
Simba
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9
SIMBA: SIngle-cell eMBedding Along with features
Dlnlp Papernotes
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6
Summaries and notes on Deep Learning research papers in natural language processing(NLP) domain.
Force2vec
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6
Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
Sgtsnepipy
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5
Python wrapper to 'SGtSNEpi.jl'
Rsetse
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5
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Url2vec
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5
Graph clustering and Node embeddings with word2vec
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