StarRankExplorer
Zurück zum Ranking

benedekrozemberczki/awesome-graph-classification

Python

A collection of important graph embedding, classification and representation learning papers with implementations.

graph2vecclassification-algorithmgraph-kernelsweisfeiler-lehmankernel-methodsdeep-graph-kernelsnetlsdgraph-attention-modelgraph-attention-networksstructural-attentionattention-mechanismgraph-kernel
Sterne-Wachstum
Sterne
4.8k
Forks
726
Wochenwachstum
—
Issues
0
2k4k
Juli 2018März 2021Nov. 2023Juli 2026
ArtefaktePyPIpip install awesome-graph-classification
README

Awesome Graph Classification

Awesome PRs Welcome License repo size benedekrozemberczki

A collection of graph classification methods, covering embedding, deep learning, graph kernel and factorization papers with reference implementations.

Relevant graph classification benchmark datasets are available [here].

Similar collections about community detection, classification/regression tree, fraud detection, Monte Carlo tree search, and gradient boosting papers with implementations.

Contents

  1. Matrix Factorization
  2. Spectral and Statistical Fingerprints
  3. Deep Learning
  4. Graph Kernels

License

Ähnliche Repositories
benedekrozemberczki/karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

PythonPyPIGNU General Public License v3.0community-detectiongraph-clustering
karateclub.readthedocs.io
2.3k256