Skip to content
#

graph-kernel

Star

Here are 11 public repositories matching this topic...

Language: All
Filter by language
All 11 Python 8 Julia 1 Jupyter Notebook 1
Sort: Most stars
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated
awesome-graph-classification

benedekrozemberczki / awesome-graph-classification

Sponsor
Star 4.8k

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

deepwalk kernel-methods attention-mechanism network-embedding graph-kernel graph-kernels graph-convolutional-networks classification-algorithm node2vec weisfeiler-lehman graph-embedding graph-classification graph-attention-networks graph-representation-learning graph2vec deep-graph-kernels netlsd graph-attention-model structural-attention node-embedding
  • Updated Mar 18, 2023
  • Python
graph2vec

benedekrozemberczki / graph2vec

Sponsor
Star 906

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

machine-learning kernel word2vec deepwalk matrix-factorization transformer unsupervised-learning graph-kernel node2vec weisfeiler-lehman noise-contrastive-estimation graph-embedding graph2vec subgraph2vec graph-wavelet node-embedding struc2vec implicit-matrix-factorization diff2vec gemsec
  • Updated Nov 6, 2022
  • Python
FEATHER

benedekrozemberczki / FEATHER

Sponsor
Star 46

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

machine-learning data-mining deep-neural-networks deep-learning neural-network graph tensorflow pytorch deepwalk networkx representation-learning network-embedding graph-kernel node2vec graph-embedding graph-classification node-classification graph2vec node-embedding graph-convolution
  • Updated Mar 18, 2023
  • Python

benedekrozemberczki / NestedSubtreeHash

Sponsor
Star 8

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

hashing data-science machine-learning data-mining word2vec deepwalk feature-extraction gensim representation-learning graph-mining large-scale-learning streaming-data graph-kernel node2vec distributed-machine-learning graph-classification streaming-processing multi-scale
  • Updated Aug 14, 2022
  • Python

Improve this page

Add a description, image, and links to the graph-kernel topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the graph-kernel topic, visit your repo's landing page and select "manage topics."

Learn more