{"id":13481406,"url":"https://github.com/giannisnik/message_passing_graph_kernels","last_synced_at":"2025-03-27T12:30:47.903Z","repository":{"id":74422297,"uuid":"143706909","full_name":"giannisnik/message_passing_graph_kernels","owner":"giannisnik","description":null,"archived":false,"fork":false,"pushed_at":"2020-04-11T10:16:56.000Z","size":557,"stargazers_count":15,"open_issues_count":1,"forks_count":9,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-10-30T15:50:44.464Z","etag":null,"topics":["graph-classification","graph-kernels"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/giannisnik.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-08-06T09:33:45.000Z","updated_at":"2022-10-17T02:37:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"39cc8b0e-8e99-411b-a5d5-965f1a1a7251","html_url":"https://github.com/giannisnik/message_passing_graph_kernels","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giannisnik%2Fmessage_passing_graph_kernels","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giannisnik%2Fmessage_passing_graph_kernels/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giannisnik%2Fmessage_passing_graph_kernels/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giannisnik%2Fmessage_passing_graph_kernels/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/giannisnik","download_url":"https://codeload.github.com/giannisnik/message_passing_graph_kernels/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245844812,"owners_count":20681783,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["graph-classification","graph-kernels"],"created_at":"2024-07-31T17:00:51.547Z","updated_at":"2025-03-27T12:30:47.898Z","avatar_url":"https://github.com/giannisnik.png","language":"Python","funding_links":[],"categories":["Graph Kernels"],"sub_categories":[],"readme":"# Message Passing Graph Kernels\nCode for the paper [Message Passing Graph Kernels](https://arxiv.org/pdf/1808.02510.pdf).\n\n### Requirements\nCode is written in Python 3.6 and requires:\n* NetworkX 1.11\n* scikit-learn 0.18\n\n### Datasets\nDownload the datasets from: https://ls11-www.cs.tu-dortmund.de/staff/morris/graphkerneldatasets.\nExtract the datasets into the `datasets` folder.\n\n### Run the model\nUse the following command to create the kernel matrix:\n\n```\n$ python MPGK_AA.py dataset n_iterations use_node_labels use_node_attributes\n```\n\n### Example\n```\n$ python MPGK_AA.py MUTAG 3 1 0\n```\n\n### Cite\nPlease cite our paper if you use this code:\n```\n@article{nikolentzos2018message,\n  title={Message Passing Graph Kernels},\n  author={Nikolentzos, Giannis and Vazirgiannis, Michalis},\n  journal={arXiv preprint arXiv:1808.02510},\n  year={2018}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgiannisnik%2Fmessage_passing_graph_kernels","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgiannisnik%2Fmessage_passing_graph_kernels","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgiannisnik%2Fmessage_passing_graph_kernels/lists"}