59 lines
2.7 KiB
HTML
59 lines
2.7 KiB
HTML
<h1 id="awesome-graph-classification">Awesome Graph Classification</h1>
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<p><a href="https://github.com/sindresorhus/awesome"><img
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src="https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg"
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alt="Awesome" /></a> <a href="http://makeapullrequest.com"><img
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src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square"
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alt="PRs Welcome" /></a> <img
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src="https://img.shields.io/github/license/benedekrozemberczki/awesome-graph-embedding.svg?color=blue"
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alt="License" /> <a
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href="https://github.com/benedekrozemberczki/awesome-graph-classification/archive/master.zip"><img
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src="https://img.shields.io/github/repo-size/benedekrozemberczki/awesome-graph-classification.svg"
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alt="repo size" /></a> <a
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href="https://twitter.com/intent/follow?screen_name=benrozemberczki"><img
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src="https://img.shields.io/twitter/follow/benrozemberczki?style=social&logo=twitter"
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alt="benedekrozemberczki" /></a></p>
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<p>A collection of graph classification methods, covering embedding,
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deep learning, graph kernel and factorization papers with reference
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implementations.</p>
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<p>Relevant graph classification benchmark datasets are available <a
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href="https://github.com/shiruipan/graph_datasets">[here]</a>.</p>
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<p>Similar collections about <a
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href="https://github.com/benedekrozemberczki/awesome-community-detection">community
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detection</a>, <a
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href="https://github.com/benedekrozemberczki/awesome-decision-tree-papers">classification/regression
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tree</a>, <a
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href="https://github.com/benedekrozemberczki/awesome-fraud-detection-papers">fraud
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detection</a>, <a
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href="https://github.com/benedekrozemberczki/awesome-monte-carlo-tree-search-papers">Monte
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Carlo tree search</a>, and <a
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href="https://github.com/benedekrozemberczki/awesome-gradient-boosting-papers">gradient
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boosting</a> papers with implementations.</p>
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<p align="center">
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<img width="400" src="atlas.png">
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</p>
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<hr />
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<h2 id="contents">Contents</h2>
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<ol type="1">
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<li><a
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href="https://github.com/benedekrozemberczki/awesome-graph-classification/blob/master/chapters/matrix_factorization.md">Matrix
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Factorization</a><br />
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</li>
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<li><a
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href="https://github.com/benedekrozemberczki/awesome-graph-classification/blob/master/chapters/fingerprints.md">Spectral
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and Statistical Fingerprints</a></li>
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<li><a
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href="https://github.com/benedekrozemberczki/awesome-graph-classification/blob/master/chapters/deep_learning.md">Deep
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Learning</a><br />
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</li>
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<li><a
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href="https://github.com/benedekrozemberczki/awesome-graph-classification/blob/master/chapters/kernels.md">Graph
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Kernels</a></li>
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</ol>
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<hr />
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<p><strong>License</strong></p>
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<ul>
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<li><a
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href="https://github.com/benedekrozemberczki/awesome-graph-classification/blob/master/LICENSE">CC0
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Universal</a></li>
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</ul>
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