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awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.awesome-community-detection
A curated list of community detection research papers with implementations.karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.LabelPropagation
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).walklets
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).tigerlily
TigerLily: Finding drug interactions in silico with the Graph.BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).SINE
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).TADW
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).spatiotemporal_datasets
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.NMFADMM
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).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".BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.OrbitalFeatures
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".GRAF
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .HullCoverConditionedUnitDiskGraph
A generator for unit disk graphs conditioned on concave hull cover.AV_Ultimate_Student_Hunt
Solution for the Ultimate Student Hunt Challenge (1st place).NestedSubtreeHash
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).Societe-General
Solution for ENS - Societe Generale Challenge (1st place).resolutions-2020
graphmining.ai
Benedek Rozemberczki Personal Webpagebenedekrozemberczki
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