Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 28 Jun 2024
https://github.com/wehos/awesome-graph-transformer
Papers about graph transformers.
deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers
Last synced: 25 Jun 2024
https://github.com/flyingdoog/awesome-graph-explainability-papers
Papers about explainability of GNNs
deep-learning explainability explainable-ai graph-mining graph-neural-networks machine-learning xai
Last synced: 20 Jun 2024
https://github.com/THUMNLab/awesome-graph-ood
Papers about out-of-distribution generalization on graphs.
deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization
Last synced: 20 Jun 2024
https://github.com/giannisnik/segk
Learning Structural Node Representations using Graph Kernels
graph-embeddings graph-mining node-embedding representation-learning
Last synced: 16 Jun 2024
https://github.com/KaiyuanZh/awesome-graph-representation-learning
A curated list of awesome graph representation learning.
adversarial-learning awesome-list graph graph-convolutional-networks graph-embedding graph-mining graph-neural-networks graph-representation-learning
Last synced: 15 Jun 2024
https://github.com/thangdnsf/BigCLAM-ApacheSpark
Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark
apache-spark bigclam bigclam-model community-detection graph-mining graphx large-scale latex machine-learning scala scale-networks spark
Last synced: 09 Jun 2024
https://github.com/ChandlerBang/awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning
Last synced: 07 Jun 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: 27 May 2024
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 May 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: 20 May 2024
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: 01 Apr 2024
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: 22 Mar 2024
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: 21 Mar 2024
