{"id":19554718,"url":"https://github.com/trappmartin/sslspn_uai2017","last_synced_at":"2025-10-08T04:48:24.917Z","repository":{"id":94929887,"uuid":"96198291","full_name":"trappmartin/SSLSPN_UAI2017","owner":"trappmartin","description":"Safe Semi-Supervised Learning of Sum-Product Networks","archived":false,"fork":false,"pushed_at":"2017-10-10T08:42:49.000Z","size":1471,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-18T03:44:09.658Z","etag":null,"topics":["julia","semi-supervised-learning","sum-product-networks"],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/trappmartin.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}},"created_at":"2017-07-04T09:05:08.000Z","updated_at":"2021-10-15T22:02:37.000Z","dependencies_parsed_at":"2023-03-23T04:02:44.325Z","dependency_job_id":null,"html_url":"https://github.com/trappmartin/SSLSPN_UAI2017","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/trappmartin/SSLSPN_UAI2017","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trappmartin%2FSSLSPN_UAI2017","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trappmartin%2FSSLSPN_UAI2017/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trappmartin%2FSSLSPN_UAI2017/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trappmartin%2FSSLSPN_UAI2017/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/trappmartin","download_url":"https://codeload.github.com/trappmartin/SSLSPN_UAI2017/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trappmartin%2FSSLSPN_UAI2017/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278891748,"owners_count":26063855,"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","status":"online","status_checked_at":"2025-10-08T02:00:06.501Z","response_time":56,"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":["julia","semi-supervised-learning","sum-product-networks"],"created_at":"2024-11-11T04:28:51.302Z","updated_at":"2025-10-08T04:48:24.873Z","avatar_url":"https://github.com/trappmartin.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Safe Semi-Supervised Learning of Sum-Product Networks\n\nCode accompanying the paper **Safe Semi-Supervised Learning of Sum-Product Networks**.\n\nInstallation\n-------\nTo train safe semi-supervised SPNs one need to install *julia* and the following packages:\n\n* julia 0.6\n* SumProductNetworks.jl (see: [https://github.com/trappmartin/SumProductNetworks.jl](https://github.com/trappmartin/SumProductNetworks.jl))\n\nExample\n-------\ncomming soon...\n\n\nData sets\n-------\nThe data used for the paper is located in the data folder.\n\nCitation\n-------\nPlease use the following citation:\n\n```text\n@inproceedings{Trapp2017a,\n    title={Safe Semi-Supervised Learning of Sum-Product Networks},\n    author={Trapp, Martin and Madl, Tamas and Peharz, Robert and Pernkopf, Franz and Trappl, Robert},\n    booktitle={Proceedings of the International Conference on Uncertainty in Artificial Intelligence (UAI)},\n    year={2017}\n   }\n```\n\nLicense\n-------\nThe code is licensed under the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrappmartin%2Fsslspn_uai2017","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftrappmartin%2Fsslspn_uai2017","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrappmartin%2Fsslspn_uai2017/lists"}