graph-similarity

There are 6 repositories under graph-similarity topic.

SimGNN
benedekrozemberczki / SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network tensorflow pytorch neural-network deep-learning machine-learning graph-attention attention-mechanism graph-classification sklearn graph-embedding network-embedding wsdm simgnn gnn
Language:Python 739
ysig / GraKeL
A scikit-learn compatible library for graph kernels
graph-kernels graph-classification scikit-learn graph-mining bioinformatics chemoinformatics graph-similarity graph-similarity-algorithms
Language:Python 588
saibalmars / GraphRicciCurvature
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
ricci-curvature networkx graph-algorithms graph-analysis complex-networks ricci-flow community-detection graph-similarity forman-curvature python
Language:Python 224
kxhit / SG_PR
Implementation of IROS20 paper - "Semantic Graph Based Place Recognition for 3D Point Clouds"
autonomous-driving graph-neural-networks graph-similarity lidar-point-cloud place-recognition semantic-mapping slam
Language:Python 181
cszhangzhen / H2MN
H2MN: Graph Similarity Learning with Hierarchical Hypergraph Matching Networks (KDD-2021)
graph-neural-networks graph-convolutional-networks graph graph-similarity graph-search
Language:Python 49
pulkit1joshi / SimGNN
Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.
gcn gnn simgnn ged graph-theory similarity-score attention-mechanism machine-learning wsdm keras deep-learning network-embedding graph-convolution graph-similarity graph-similarity-algorithms graph-attention hacktoberfest synthetic-data withsyntheticdata neural-network
Language:Python 33
GemsLab / MCbook_Individual-Collective_GraphMining
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
networks tutorial-slides code graph-summarization network-alignment graph-similarity belief-propagation dynamic-networks
19
SalamanderXing / MCS
A library for finding the maximum common induced subgraph between two graphs and compute their similarity (correlation).
graph-algorithms network-analysis maximum-common-subgraph graph-similarity-algorithms graph-similarity maximum-common-substructure graph-correlation networks-correlation typescript javascript
Language:JavaScript 14
PreferredAI / mp-simrank
This repository provides a Matlab implementation of MP-SimRank, a graph-based framework that models multiple perspective of similarity in the data
graph-similarity multiperspective similarity-learning simrank
Language:C 11
olsenlabmit / Polymer-Graph-Similarity
Quantifying Pairwise Chemical Similarity for Polymers
cheminformatics earth-mover-distance graph-edit-distance graph-representation graph-similarity polymer similarity-score similarity-search
Language:Jupyter Notebook 9
somjit101 / Facebook-Friend-Recommendation
This is a friend recommendation systems which are used on social media platforms (e.g. Facebook, Instagram, Twitter) to suggest friends/new connections based on common interests, workplace, common friends etc. using Graph Mining techniques. Here, we are given a social graph, i.e. a graph structure where nodes are individuals on social media platforms and a directed edges (or 'links') indicates that one person 'follows' the other, or are 'friends' on social media. Now, the task is to predict newer edges to be offered as 'friend suggestions'.
facebook-friend-recommendation machine-learning graph graph-algorithms graph-theory social-network social-network-analysis graph-similarity bagging-ensemble boosting-ensemble gradient-boosting decision-tree-classifier decision-trees xgboost randomizedsearchcv cross-validation
Language:Jupyter Notebook 9
kvarun07 / asag-gt
Multi-Relational Graph Transformer for Automatic Short Answer Grading (NAACL 2022)
transformer graph python attention multi-relational mitigate asag automatic-short-answer-grading nlp deep-learning graph-learning graph-similarity text-similarity knowledge-graphs
Language:Jupyter Notebook 8
XiaShan1227 / SimGNN
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation [WSDM-2019]
attention-mechanism deep-learning gnn graph-convolution graph-embedding graph-similarity neural-tensor-network node-embedding pytorch pytorch-geometric pytorch-implementation simgnn
Language:Python 3
LuisAraujo / GraphLetterEditor
Graph Letter Editor for Jobs on Letter Recognition using Graphs Similarity
graph letter-recognition javascript graph-similarity
Language:JavaScript 2
simonschoelly / GraphKernels.jl
A Julia package for kernel functions on graphs
machine-learning graph-kernels kernels kernel-functions julia graph-classification graph-similarity hacktoberfest
Language:Julia 2
aravi11 / approxGed
Python code to find the the Approximate Graph Edit Distance of two unit Java functions by analyzing their Control Flow Graphs
graph-algorithms networkx python similarity-detection control-flow-graph graph-similarity python3
1
ArkaJU / DRAL
deep-reinforcement-learning active-learning person-reid computer-vision graph-similarity
Language:Python
nitish6174 / graph-similarity-joins
Analysis of methods for efficient graph similarity joins over different types of graphs
graph-similarity similarity-join
Language:Python