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embeddings
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network-embedding
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16 search results found
Awesome Network Embedding
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2,218
A curated list of network embedding techniques.
Jodie
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314
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
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.
Evalne
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91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
Ice
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81
ICE: Item Concept Embedding
Asne
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76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Graphml Tutorials
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63
Tutorials for Machine Learning on Graphs
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Regal
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54
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Tadw
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50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Online Node2vec
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36
Node Embeddings in Dynamic Graphs
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
Fscnmf
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16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Caps2ne
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15
A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
Drug Target Interaction Prediciton Method
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12
This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction prediction using graph embedding, graph mining, and similarity-based techniques
Nodesketch
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10
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching
Yassqueendb
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10
Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀
Abrw
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10
Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method
Conve
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9
Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.
Slf
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7
Link Prediction with Signed Latent Factors in Signed Social Networks (SIGKDD 2019)
Force2vec
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6
Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
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