{"id":50350528,"url":"https://github.com/MKLab-ITI/JGNN","last_synced_at":"2026-06-15T12:01:43.035Z","repository":{"id":61039175,"uuid":"316301360","full_name":"MKLab-ITI/JGNN","owner":"MKLab-ITI","description":"A Fast Graph Neural Network Library written in Native Java","archived":false,"fork":false,"pushed_at":"2025-03-23T23:21:12.000Z","size":20387,"stargazers_count":22,"open_issues_count":6,"forks_count":5,"subscribers_count":4,"default_branch":"main","last_synced_at":"2026-01-31T09:13:58.298Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MKLab-ITI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-11-26T17:48:57.000Z","updated_at":"2025-10-24T13:00:31.000Z","dependencies_parsed_at":"2024-03-27T16:41:19.291Z","dependency_job_id":"27e16189-db8a-41c9-a88e-d933dcf0bead","html_url":"https://github.com/MKLab-ITI/JGNN","commit_stats":null,"previous_names":[],"tags_count":42,"template":false,"template_full_name":null,"purl":"pkg:github/MKLab-ITI/JGNN","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MKLab-ITI%2FJGNN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MKLab-ITI%2FJGNN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MKLab-ITI%2FJGNN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MKLab-ITI%2FJGNN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MKLab-ITI","download_url":"https://codeload.github.com/MKLab-ITI/JGNN/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MKLab-ITI%2FJGNN/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34361403,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-15T02:00:07.085Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2026-05-29T21:00:23.927Z","updated_at":"2026-06-15T12:01:43.021Z","avatar_url":"https://github.com/MKLab-ITI.png","language":"Java","funding_links":[],"categories":["人工智能"],"sub_categories":["机器学习"],"readme":"# JGNN \n\n[![Latest nightly release](https://jitpack.io/v/MKLab-ITI/JGNN.svg)](https://jitpack.io/#MKLab-ITI/JGNN) [![Latest stable release](https://img.shields.io/badge/JAR-1.3.40%20stable-red)](https://github.com/MKLab-ITI/JGNN/releases/latest) \n\n*Resource efficient machine learning and graph neural networks in native Java.*\n\nGraph Neural Networks (GNNs) are getting more and more popular, for example to\nmake predictions based on relational information, or to perform inference\non small datasets. JGNN provides native Java implementations of this machine\nlearning paradigm, and does not require dedicated hardware or firmware.\nFollow the Jitpack badge for Gradle or Maven integration.\n\n* Cross-platform\n* Lightweight\n* Optimized: data views, automatic datatypes, SIMD, parallelized batching\n* Neuralang scripting language for model definitions\n\nFeel free to contribute in any way, for example through the [issue tracker](https://github.com/MKLab-ITI/JGNN/issues). In addition to bug reports, \nrequests for features and clarifications are welcome.\n\n\n## :rocket: [Guidebook](https://mklab-iti.github.io/JGNN/)\n\n## :dart: [Javadoc](https://mklab-iti.github.io/JGNN/javadoc/)\n\n## :computer: [Tutorials](tutorials/README.md)\n\n## :notebook: Citation\n\n```\n@article{krasanakis2023101459,\n\ttitle = {JGNN: Graph Neural Networks on native Java},\n\tjournal = {SoftwareX},\n\tvolume = {23},\n\tpages = {101459},\n\tyear = {2023},\n\tissn = {2352-7110},\n\tdoi = {https://doi.org/10.1016/j.softx.2023.101459},\n\turl = {https://www.sciencedirect.com/science/article/pii/S2352711023001553},\n\tauthor = {Emmanouil Krasanakis and Symeon Papadopoulos and Ioannis Kompatsiaris}\n}\n```\n\n\n**Apache license 2.0. Copyright © 2024, Emmanouil Krasanakis (maniospas@hotmail.com).** \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMKLab-ITI%2FJGNN","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMKLab-ITI%2FJGNN","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMKLab-ITI%2FJGNN/lists"}