{"id":20801961,"url":"https://github.com/philips-software/fresco-logistic-regression","last_synced_at":"2025-03-12T02:47:20.376Z","repository":{"id":96542177,"uuid":"98185601","full_name":"philips-software/Fresco-Logistic-Regression","owner":"philips-software","description":"Logistic Regression prototype using FRESCO","archived":false,"fork":false,"pushed_at":"2019-08-29T13:11:34.000Z","size":9069,"stargazers_count":0,"open_issues_count":0,"forks_count":2,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-01-18T12:34:32.216Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Kotlin","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/philips-software.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","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":"2017-07-24T11:55:10.000Z","updated_at":"2019-08-29T13:11:36.000Z","dependencies_parsed_at":"2023-04-04T06:17:22.821Z","dependency_job_id":null,"html_url":"https://github.com/philips-software/Fresco-Logistic-Regression","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/philips-software%2FFresco-Logistic-Regression","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philips-software%2FFresco-Logistic-Regression/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philips-software%2FFresco-Logistic-Regression/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philips-software%2FFresco-Logistic-Regression/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/philips-software","download_url":"https://codeload.github.com/philips-software/Fresco-Logistic-Regression/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243147271,"owners_count":20243745,"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":[],"created_at":"2024-11-17T18:26:44.969Z","updated_at":"2025-03-12T02:47:20.366Z","avatar_url":"https://github.com/philips-software.png","language":"Kotlin","funding_links":[],"categories":[],"sub_categories":[],"readme":"Logistic Regression prototype using FRESCO\n------------------------------------------\n\nAn early prototype for implementing [Logistic Regression][1] in the [FRESCO][2] framework. This uses [Secure Multi-Party Computation][3] to calculate a logistic regression on a combination of datasets from multiple parties, without disclosing the datasets between parties.\n\n### Development setup:\n\n1. Checkout this repository in a directory called `fresco-logistic-regression`.\n2. Checkout out [our fork of FRESCO][4]. It has some small changes to FRESCO that haven’t landed in the main repo yet. Make sure that you check it out in a directory called `fresco` that is right next to `fresco-logistic-regression`.\n3. Start [Intellij][5] and open the directory `fresco-logistic-regression`\n4. When prompted, update Kotlin plugins. You need at least version 1.1 of Kotlin.\n5. Check that Kotlin compiler is set to version 1.1. Go to `Preferences \u003e Build, Execution, Deployment \u003e Compiler \u003e Kotlin Compiler` and make sure that both ‘Language version’ and ‘API version’ are set to 1.1.\n6. When prompted, enable auto-update of the `fresco` maven projects.\n7. when prompted, select a project SDK. You might need to tell Intellij where to find the Java SDK.\n\nYou should now be able to run the unit tests by right-clicking on `Fresco-Logistic-Regression \u003e src \u003e fresco` and select ‘Run Tests in fresco’\n\n[1]: https://en.wikipedia.org/wiki/Logistic_regression\n[2]: https://github.com/aicis/fresco\n[3]: https://en.wikipedia.org/wiki/Secure_multi-party_computation\n[4]: https://github.com/Charterhouse/fresco\n[5]: https://www.jetbrains.com/idea/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphilips-software%2Ffresco-logistic-regression","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fphilips-software%2Ffresco-logistic-regression","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphilips-software%2Ffresco-logistic-regression/lists"}