Projects in Awesome Lists tagged with graph-mining
A curated list of projects in awesome lists tagged with graph-mining .
https://github.com/dse-msu/deeprobust
A pytorch adversarial library for attack and defense methods on images and graphs
adversarial-attacks adversarial-examples deep-learning deep-neural-networks defense graph-convolutional-networks graph-mining graph-neural-networks machine-learning
Last synced: 21 Oct 2025
https://github.com/DSE-MSU/DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
adversarial-attacks adversarial-examples deep-learning deep-neural-networks defense graph-convolutional-networks graph-mining graph-neural-networks machine-learning
Last synced: 12 May 2025
https://github.com/ysig/grakel
A scikit-learn compatible library for graph kernels
bioinformatics chemoinformatics graph-classification graph-kernels graph-mining graph-similarity graph-similarity-algorithms scikit-learn
Last synced: 14 May 2025
https://github.com/ysig/GraKeL
A scikit-learn compatible library for graph kernels
bioinformatics chemoinformatics graph-classification graph-kernels graph-mining graph-similarity graph-similarity-algorithms scikit-learn
Last synced: 02 May 2025
https://github.com/ChandlerBang/Pro-GNN
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
adversarial-attacks attack-defense deep-learning defense graph-mining graph-neural-networks graph-structure-recovery machine-learning pytorch semi-supervised-learning
Last synced: 21 Jul 2025
https://github.com/chandlerbang/pro-gnn
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
adversarial-attacks attack-defense deep-learning defense graph-mining graph-neural-networks graph-structure-recovery machine-learning pytorch semi-supervised-learning
Last synced: 09 Apr 2025
https://github.com/dbs-leipzig/gradoop
Distributed Temporal Graph Analytics with Apache Flink
apache-flink distributed-graph-analytics graph graph-mining pattern-matching property-graph temporal-graph
Last synced: 21 Feb 2026
https://github.com/safreita1/TIGER
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
adversarial-attacks attack cascading-failures data-mining data-science defense diffusion epidemics graph graph-attack graph-mining machine-learning netshield network-attack networks robustness simulation vulnerability
Last synced: 01 May 2025
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: 11 Apr 2025
https://github.com/chandlerbang/selftask-gnn
Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"
deep-learning graph-mining graph-neural-networks machine-learning self-supervised-learning
Last synced: 22 Jul 2025
https://github.com/habedi/practicalmachinelearning
A collection of open-source and free machine learning resources
anomaly-detection data-analysis data-mining data-science data-science-resourses datasets deep-learning deep-neural-networks graph-algorithms graph-mining jupyter-notebook kaggle machine-learning pandas python python-machine-learning scikit-learn self-learning zeppelin-notebook
Last synced: 07 Nov 2025
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: 13 Oct 2025
https://github.com/chandlerbang/simp-gcn
Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"
adversarial-attacks deep-learning graph-convolutional-networks graph-mining graph-neural-networks robustness
Last synced: 08 Apr 2025
https://github.com/ingoscholtes/kdd2018-tutorial
Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data
data-analytics data-science graph-mining higher-order-models network-science
Last synced: 11 Oct 2025
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: 16 May 2025
https://github.com/zhiningliu1998/bat
[ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类
data-augmentation graph-algorithms graph-machine-learning graph-mining imbalanced-data imbalanced-learning machine-learning node-classification
Last synced: 05 May 2025
https://github.com/chandlerbang/pytorch-gnn-meta-attack
Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.
adversarial-attacks deep-learning graph-mining graph-neural-networks machine-learning pytorch
Last synced: 08 Apr 2025
https://github.com/mdepak/fake-news-propagation
Code for "Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation"
data-mining fake-news graph-dataset graph-mining graphs
Last synced: 09 May 2025
https://github.com/cpacker/graphzip
Mining graph streams using dictionary-based compression
compression graph-algorithms graph-mining streaming-data
Last synced: 09 Aug 2025
https://github.com/benedekrozemberczki/nestedsubtreehash
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).
data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec
Last synced: 11 Apr 2025
https://github.com/xiaohan2012/signed-local-community
Code for paper "Searching for polarization in signed graphs: a local spectral approach" (published at WebConf 2020)
community-detection convex-optimization duality-theory graph-algorithms graph-mining linear-algebra local-community-detection paper polarization political-polarization python research semidefinite-programming signed-graph social-network-analysis spectral-methods webconf
Last synced: 02 Apr 2025
https://github.com/benedekrozemberczki/NestedSubtreeHash
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).
data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec
Last synced: 27 Mar 2025
https://github.com/giannisnik/segk
Learning Structural Node Representations using Graph Kernels
graph-embeddings graph-mining node-embedding representation-learning
Last synced: 29 Apr 2025
https://github.com/isolationkernel/ikpykit
IKPyKit: Isolation Kernel Python toolKit
anomaly-detection clustering data-science graph-mining isolation-kernel kernel-methods machine-learning scikit-learn stream-mining time-series
Last synced: 13 Apr 2025
https://github.com/xiaohan2012/graph-event-detection
Code for " Discovering topically- and temporally-coherent events in interaction networks" ECML PKDD 2016
discrete-optimization event-detection graph-mining steiner-tree-problem twitter
Last synced: 02 Apr 2025
https://github.com/instabaines/submine
submine is a research‑grade Python library for frequent subgraph mining that provides a unified, safe, and extensible interface over heterogeneous mining algorithms implemented in Python, C++, and Java.
grami graph-mining gspan sopagrami
Last synced: 14 Jan 2026
https://github.com/dengbocong/pyncd
A Python Library for Network Community Detection
clustering community-detection deep-learning graph-mining machine-learning network-analysis networkx
Last synced: 20 Feb 2025
https://github.com/d-michail/jgrapht-examples
JGraphT library examples
analytics data-science data-structures examples-project graph-algorithms graph-mining graphs jgrapht
Last synced: 22 Jul 2025
https://github.com/faustogerman/Ranker
A visualization tool for the PageRank algorithm.
graph-mining pagerank visualization
Last synced: 27 Jul 2025
https://github.com/jmsquare/graph-mining
This project conducts graph mining using R. First it computes the minimum spanning tree and some classical graph mining statistics (density, length, reciprocity, etc). It then builds some centrality measures.
centrality-measures centrality-metrics graph-mining
Last synced: 15 Jul 2025
https://github.com/faustogerman/ranker
A visualization tool for the PageRank algorithm.
graph-mining pagerank visualization
Last synced: 10 Jul 2025