graph-classification topic

List graph-classification repositories

ppnp

315
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55
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PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

APPNP

357
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49
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A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

awesome-fraud-detection-papers

1.6k
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297
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A curated list of data mining papers about fraud detection.

awesome-graph-classification

4.7k
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744
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A collection of important graph embedding, classification and representation learning papers with implementations.

CapsGNN

1.2k
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199
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A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

FEATHER

43
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11
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The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

GAM

265
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57
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A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

CogDL

1.7k
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313
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CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

SEAL-CI

206
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49
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A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

SimGNN

718
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146
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A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).