Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with graph-embedding
A curated list of projects in awesome lists tagged with graph-embedding .
https://github.com/alibaba/alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost
Last synced: 17 Dec 2024
https://github.com/alibaba/Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost
Last synced: 26 Oct 2024
https://github.com/alibaba/euler
A distributed graph deep learning framework.
deep-learning gcn ggnn graph graph-convolutional-networks graph-embedding graph-learning graph-neural-networks graphsage network-embedding node2vec random-walk
Last synced: 19 Dec 2024
https://github.com/benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
deep-learning gcn gnn graph-convolution graph-convolutional-networks graph-embedding graph-neural-networks network-embedding network-science node-embedding pytorch spatial-analysis spatial-data spatio-temporal-analysis spatio-temporal-data spatiotemporal temporal-data temporal-graphs temporal-networks
Last synced: 17 Dec 2024
https://github.com/benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
2vec community-detection deepwalk gcn graph-clustering graph-embedding graph2vec label-propagation louvain machine-learning network-embedding network-science networkx networkx-graph node-embedding node2vec scikit sklearn supervised-learning unsupervised-learning
Last synced: 17 Dec 2024
https://github.com/thudm/cogdl
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch
Last synced: 19 Dec 2024
https://github.com/THUDM/CogDL
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch
Last synced: 12 Nov 2024
https://github.com/THUDM/cogdl
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch
Last synced: 07 Nov 2024
https://github.com/palash1992/gem
graph-embedding graph-embeddings link-prediction network-embedding network-visualization
Last synced: 22 Dec 2024
https://github.com/palash1992/GEM
graph-embedding graph-embeddings link-prediction network-embedding network-visualization
Last synced: 12 Nov 2024
https://github.com/dsgiitr/graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
chebyshev-polynomials deepwalk graph-attention-networks graph-convolutional-networks graph-embedding graph-representation-learning graph-sage node-embedding pytorch
Last synced: 15 Dec 2024
https://github.com/benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/simgnn
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
attention-mechanism deep-learning gcn ged gnn graph-attention graph-classification graph-convolution graph-edit-distance graph-embedding graph-similarity machine-learning network-embedding neural-network pytorch simgnn sklearn tensor-network tensorflow wsdm
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
attention-mechanism deep-learning gcn ged gnn graph-attention graph-classification graph-convolution graph-edit-distance graph-embedding graph-similarity machine-learning network-embedding neural-network pytorch simgnn sklearn tensor-network tensorflow wsdm
Last synced: 28 Nov 2024
https://github.com/benedekrozemberczki/littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
community-structure deep-learning forest-fire graph graph-algorithms graph-embedding graph-sampling graph-sparsification machine-learning metropolis-hastings minimum-spanning-tree network-analytics network-embedding network-sampling network-science networkx node-embedding random-walk sampling
Last synced: 21 Dec 2024
https://github.com/benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
benchmark community-detection data-science dataset deepwalk dimensionality-reduction gcn gnn graph-convolution graph-embedding graph-neural-network graph2vec link-prediction machine-learning network-analysis network-embedding network-science node-classification node-embedding node2vec
Last synced: 14 Nov 2024
https://github.com/cvxgrp/pymde
Minimum-distortion embedding with PyTorch
cuda dimensionality-reduction embedding feature-vectors gpu graph-embedding machine-learning pytorch visualization
Last synced: 21 Dec 2024
https://github.com/mengfeizhang820/Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
collaborative-filtering ctr-prediction embeddings graph-embedding industry-recommendations knowledge-graph-for-recommendation neural-collaborative-filtering recommender-systems sequential-recommendation session-based-recommendation
Last synced: 28 Nov 2024
https://github.com/Jhy1993/Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
deep-learning graph-embedding graph-neural-network heterogeneous-graph heterogeneous-information-networks machine-learning network-embedding network-representation-learning representation-learning
Last synced: 12 Nov 2024
https://github.com/benedekrozemberczki/appnp
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research
Last synced: 16 Dec 2024
https://github.com/benedekrozemberczki/APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research
Last synced: 08 Nov 2024
https://github.com/aravindsankar28/DySAT
Representation learning on dynamic graphs using self-attention networks
dynamic-graphs graph-embedding graph-neural-network self-attention
Last synced: 28 Nov 2024
https://github.com/benedekrozemberczki/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer
Last synced: 02 Nov 2024
https://github.com/benedekrozemberczki/sgcn
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer
Last synced: 17 Dec 2024
https://github.com/benedekrozemberczki/gemsec
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 30 Oct 2024
https://github.com/imoonlab/dhgnn
DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
graph-embedding nerual-network pytorch
Last synced: 18 Dec 2024
https://github.com/xiangyue9607/BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
biomedical-graphs biomedical-networks deepwalk gae graph-embedding graph-embedding-methods graph-embeddings-evaluation graph-factorization line-embedding link-prediction matrix-factorization network-embedding node-classification node2vec sdne struc2vec
Last synced: 12 Nov 2024
https://github.com/ConanCui/Paper-List
A reading paper list which is mainted daily
deep-learning graph-convolution graph-embedding heterogeneous recomendation
Last synced: 12 Nov 2024
https://github.com/benedekrozemberczki/splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 08 Nov 2024
https://github.com/benedekrozemberczki/SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow
Last synced: 30 Oct 2024
https://github.com/benedekrozemberczki/seal-ci
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow
Last synced: 18 Dec 2024
https://github.com/triandicAnt/GraphEmbeddingRecommendationSystem
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
deepwalk graph graph-embedding graph-propagation-algorithm prediction python rating recommendation-system
Last synced: 18 Nov 2024
https://github.com/benedekrozemberczki/GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec
Last synced: 11 Nov 2024
https://github.com/benedekrozemberczki/graphwavemachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec
Last synced: 19 Dec 2024
https://github.com/complexdb/zincbase
A state of the art knowledge base
graph-embedding knowledge-base knowledge-graph prolog
Last synced: 04 Dec 2024
https://github.com/benedekrozemberczki/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
deep-learning deepwalk gensim graph-embedding graph-neural-network graph-wavelet implicit-factorization machine-learning network-embedding network-science node-embedding node2vec pytorch representation-learning research sklearn struc2vec tensorflow weisfeiler-lehman word2vec
Last synced: 19 Dec 2024
https://github.com/benedekrozemberczki/musae
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Last synced: 08 Nov 2024
https://github.com/benedekrozemberczki/edmot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
community-detection deep-learning deepwalk gcn gemsec gnn graph-algorithm graph-clustering graph-deco graph-embedding graph-motif graph-partitioning graph2vec igraph louvain motif network-embedding network-motif networkx node2vec
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
complex-networks deep-learning deepwalk diff2vec diffusion embedding embeddings factorization gensim graph-embedding implicit-factorization machine-learning network-embedding neural-network node-embedding node2vec semisupervised-learning struc2vec tensorflow unsupervised-learning
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/walklets
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
deep-learning deepwalk dimensionality-reduction dont-walk-skip edge-prediction embedding gensim graph-convolution graph-embedding graph-mining graph-neural-networks graphlet machine-learning multiscale node-classification node-embedding node2vec walklet word-embedding word2vec
Last synced: 14 Nov 2024
https://github.com/Dru-Mara/EvalNE
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
benchmark benchmark-framework data-mining evaluation graph-algorithms graph-api graph-embedding graph-representation-learning graphs library link-prediction multilabel-classification network-embedding network-reconstruction networks node-classification python representation-learning research-tool sign-prediction
Last synced: 12 Nov 2024
https://github.com/benedekrozemberczki/tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
biology ddi deep-learning drug-drug-interaction embedding gradient-boosting graph graph-database graph-embedding graph-machine-learning heterogeneous-graph knowledge-graph machine-learning network-science node node-embedding pharmaceuticals tigergraph unsupervised-learning
Last synced: 14 Nov 2024
https://github.com/imsheridan/CogDL-TensorFlow
CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.
deep-learning graph-embedding graph-neural-networks tensorflow tensorflow2
Last synced: 28 Nov 2024
https://github.com/benedekrozemberczki/asne
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
2vec aane asne attributed attributed-embedding data-science deepwalk diff2vec dimensionality-reduction embedding factorization feature-extraction gemsec graph-embedding network-embedding node-embedding node2vec representation-learning tensorflow word2vec
Last synced: 14 Nov 2024
https://github.com/caojiangxia/BiGI
[WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization
bipartite-graphs deep-infomax graph-embedding graph-neural-networks recommender-system self-supervised-learning
Last synced: 11 Nov 2024
https://github.com/benedekrozemberczki/tene
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow
Last synced: 14 Nov 2024
https://github.com/trustagi-lab/tridnr
Tri-Party Deep Network Representation, IJCAI-16
graph graph-embedding network-embedding
Last synced: 15 Nov 2024
https://github.com/benedekrozemberczki/TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow
Last synced: 08 Nov 2024
https://github.com/benedekrozemberczki/sine
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne deep-learning deepwalk dimensionality-reduction gensim graph-embedding grarep machine-learning network-embedding networkx node-embedding node2vec pytorch sklearn tadw tensorflow torch unsupervised-learning walklets
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/SINE
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne deep-learning deepwalk dimensionality-reduction gensim graph-embedding grarep machine-learning network-embedding networkx node-embedding node2vec pytorch sklearn tadw tensorflow torch unsupervised-learning walklets
Last synced: 08 Nov 2024
https://github.com/LARS-research/AutoSF
Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022
automl graph-embedding knowledge-graph
Last synced: 16 Nov 2024
https://github.com/benedekrozemberczki/GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 20 Nov 2024
https://github.com/benedekrozemberczki/grarep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/rolx
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
deep-learning deepwalk embedding factorization gensim graph-embedding graph-mining implicit-factorization machine-learning matrix-factorization node-embedding node2vec refex rolx semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/feather
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/FEATHER
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 08 Nov 2024
https://github.com/nphdang/GE-FSG
Graph Embedding via Frequent Subgraphs
deep-learning doc2vec frequent-subgraphs graph graph-classification graph-embedding graph-representation-learning machine-learning word2vec
Last synced: 30 Oct 2024
https://github.com/barahona-research-group/hcga
Highly Comparative Graph Analysis - Code for network phenotyping
classification-algorithm feature-extraction graph-analysis-toolbox graph-embedding graph-features interpretable-features networks
Last synced: 12 Nov 2024
https://github.com/bluebrain/bluegraph
Python framework for graph analytics and co-occurrence analysis
cord-19 graph-analytics graph-embedding graph-framework graph-tool graphs neo4j-database networkx property-graph stellargraph-library
Last synced: 19 Nov 2024
https://github.com/HipGraph/FusedMM
Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"
fused-kernel general-purpose-library graph-embedding graph-learning-kernel graph-machine-learning graph-mining graph-neural-netowrks graph-visualization shared-memory-parallel
Last synced: 19 Nov 2024
https://github.com/nyxflower/tip
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
biography deep-learning drug gcn graph-embedding graph-neural-network graph-representation-learning knowledge-graph link-prediction multi-relational nerual-network polypharmacy protein pytorch pytorch-implementation side-effects tensor-factorization
Last synced: 28 Oct 2024
https://github.com/huichuanli/graphneuralnetwork
玩转图神经网络和知识图谱的相关算法：GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe
deepwalk gat gcn graph-embedding graphsage line metapathvec node2vec snde transe w2v
Last synced: 09 Nov 2024
https://github.com/fcdimitr/sgtsnepi.jl
Julia bindings to SG-t-SNE-Π
embedding graph-analysis graph-embedding high-performance julia network-analysis
Last synced: 08 Dec 2024
https://github.com/benedekrozemberczki/resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
attention-mechanism deep-learning deepwalk gcn graph-classification graph-clustering graph-convolutional-networks graph-embedding graph-kernel machine-learning network-embedding network-science node-classification node-embedding node2vec pytorch resolution scipy sklearn tensorflow
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/fscnmf
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model
Last synced: 08 Nov 2024
https://github.com/zhengwang100/RECT
This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020
graph-embedding graph-representation-learning network-embedding
Last synced: 08 Nov 2024
https://github.com/LukasHedegaard/dage
Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]
deep-learning domain-adaptation graph-embedding paper tensorflow transfer-learning
Last synced: 15 Nov 2024
https://github.com/lukashedegaard/dage
Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]
deep-learning domain-adaptation graph-embedding paper tensorflow transfer-learning
Last synced: 10 Nov 2024
https://github.com/basiralab/HCAE
HCAE (HyperConnectome AutoEncoder) for brain state identification.
brain-connectivity distribution-alignment graph-embedding hyperconnectivity hyperconnectome hyperconnectome-autoencoder hypergraph-autoencoding hypergraph-convolutional-layers hypergraph-embedding morphological-brain-networks multiview-graph
Last synced: 12 Nov 2024
https://github.com/maxuewei2/RiWalk
Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".
graph graph-algorithms graph-embedding graph-representation graph-representation-learning icdm network-embedding network-representation-learning representation-learning struc2vec structural-embedding
Last synced: 11 Nov 2024
https://github.com/zhenv5/atp
ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation
aaai2019 asymmetric-transitivity atp directed-acyclic-graph directed-graph directed-graph-embedding graph-embedding
Last synced: 16 Nov 2024
https://github.com/benedekrozemberczki/graf
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
clustering community community-detection deepwalk embedding factorization graph graph-embedding implicit-factorization machine-learning matrix-factorization node-embedding node2vec semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec
Last synced: 14 Nov 2024
https://github.com/benedekrozemberczki/hullcoverconditionedunitdiskgraph
A generator for unit disk graphs conditioned on concave hull cover.
data data-generator data-science data-visualization deep-learning fun funny graph graph-clustering graph-embedding graph-visualization hull-cover joke machine-learning network-visualization networkx node-embedding non-planar-graph synthetic unit-disk-graph
Last synced: 14 Nov 2024
https://github.com/boniolp/kgraph
Graph Embedding for Interpretable Time Series Clustering
clustering graph graph-embedding graph-representation interpretability networkx python python3 time-series time-series-analysis time-series-clustering
Last synced: 09 Nov 2024
https://github.com/lanl/parallel-quantum-annealing
Parallel Quantum Annealing
dwave graph-embedding maximum-clique parallel-quantum-annealing quantum-annealing quantum-computing
Last synced: 09 Dec 2024
https://github.com/boniolp/kGraph
Graph Embedding for Interpretable Time Series Clustering
clustering graph graph-embedding graph-representation interpretability networkx python python3 time-series time-series-analysis time-series-clustering
Last synced: 30 Oct 2024
https://github.com/pfnet-research/chainer-formulanet
Chainer implementation of FormulaNet
chainer deep-learning graph-convolutional-networks graph-embedding premise-selection python theorem-proving
Last synced: 15 Nov 2024
https://github.com/morteza/weighted-metapath2vec
Weighted Metapath2Vec Graph Embedding
graph-embedding machine-learning random-walk
Last synced: 06 Nov 2024
https://github.com/aida-ugent/csne
Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)
graph-algorithms graph-embedding graphs maxent network-embedding paper representation-learning sign-prediction
Last synced: 21 Nov 2024
https://github.com/sbonner0/temporal-offset-reconstruction
Code the Big Data 2018 Paper: Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning
graph-embedding pytorch temporal-data
Last synced: 25 Nov 2024
https://github.com/gaosaroma/mm-ahgnn
Multi-Modal Attention-based Hierarchical Graph Neural Network for Object Interaction Recommendation in Internet of Things (IoT)
graph-embedding hierarchical-graph-neural-network multi-modal-fusion object-interaction-recommendation object-social-network pytorch-geometric
Last synced: 11 Dec 2024
https://github.com/morteza/cogtext
Linking Theories and Methods in Cognitive Sciences via Joint Embedding of the Scientific Literature: The Example of Cognitive Control
graph-embedding knowledge-graph nlp
Last synced: 06 Nov 2024
https://github.com/pbielak/gerf
Official implementation of the Graph Embedding RetroFitting (GERF) method
attributed-graphs graph-embedding retrofitting
Last synced: 09 Nov 2024
https://github.com/ocramz/rational-kernels
Extending kernel methods to variable-length sequences
data-mining finite-state-automata graph-embedding kernel-methods rational-kernels text-classification text-clustering transducers
Last synced: 05 Dec 2024
https://github.com/kbogas/gnn_pre
Exploring Graph Embeddings and Pre-training
Last synced: 09 Nov 2024
https://github.com/boniolp/graphit
Graph-based Time Series Clustering Visualisation Tools
clustering graph graph-analysis graph-embedding interpretability python python3 streamlit time-series time-series-analysis time-series-clustering visualization
Last synced: 09 Nov 2024