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Top 21 network-embedding open source projects

A distributed graph deep learning framework.

✭ 2,701

C++python CMake Yacc shell Lex c deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

Must-read papers on network representation learning (NRL) / network embedding (NE)

✭ 2,503

TeX network-embedding paper-list

Awesome Network Embedding

A curated list of network embedding techniques.

✭ 2,379

knowledge-graph representation-learning network-embedding graph-embeddings

An Open-Source Package for Network Embedding (NE)

✭ 1,527

python network-embedding

Awesome Graph Classification

A collection of important graph embedding, classification and representation learning papers with implementations.

NetEmb-Datasets

A collection of real-world networks/graphs for Network Embedding

✭ 18

python datasets network-embedding attributed-networks

Network Representation Learning with Rich Text Information (IJCAI 2015)

✭ 42

matlab c network-embedding

Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.

✭ 13

python variational-inference causal-inference network-embedding treatment-effects variational-autoencoder

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)

✭ 60

python shell C++c Makefile network-embedding heterogeneous-information-networks

Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"

✭ 49

python network-embedding relational-networks heterogeneous-information-networks aaai2019

Friends-Recommender-In-Social-Network

Friends Recommendation and Link Prediction in Social Netowork

✭ 33

Jupyter Notebook python machine-learning facebook social-network dataset networkx recommender-system social-network-analysis network-embedding datamining link-prediction graphalgorithm networkx-graph linkprediction networkx-drawing-utilities friends-recommender

ethereum-privacy

Profiling and Deanonymizing Ethereum Users

✭ 37

python Jupyter Notebook shell privacy research ethereum cryptocurrency representation-learning network-embedding graph-analysis deanonymization node-embeddings

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Tri-Party Deep Network Representation, IJCAI-16

✭ 72

python graph network-embedding graph-embedding

resolutions-2019

A list of data mining and machine learning papers that I implemented in 2019.

Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings

✭ 78

python scalability matrix-factorization representation-learning network-embedding graph-matching network-alignment node-embedding

Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".

✭ 103

Jupyter Notebook python network-embedding

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

✭ 39

python shell all-in-one embedding network-embedding graph-embedding network-representation-learning attributed-networks abrw attribute-biased-random-walks

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

✭ 73

python information-retrieval pytorch recommender-system network-embedding negative-sampling graph-neural-network

This repository contains the tensorflow implementation of "GNE: A deep learning framework for gene network inference by aggregating biological information"

✭ 27

python deep-learning gene-expression network-embedding network-representation-learning heterogeneous-data-integration gene-interaction-networks

1-21 of 21 network-embedding projects