{"id":19005747,"url":"https://github.com/fedml-ai/fedml-mobile","last_synced_at":"2025-04-22T19:02:36.638Z","repository":{"id":104179202,"uuid":"316410619","full_name":"FedML-AI/FedML-Mobile","owner":"FedML-AI","description":"FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)","archived":false,"fork":false,"pushed_at":"2022-07-02T12:06:15.000Z","size":169,"stargazers_count":24,"open_issues_count":4,"forks_count":8,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-17T10:27:14.583Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://fedml.ai","language":"Java","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/FedML-AI.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}},"created_at":"2020-11-27T05:43:32.000Z","updated_at":"2025-03-25T08:04:48.000Z","dependencies_parsed_at":null,"dependency_job_id":"5792d2a3-439f-4517-9bab-fc04a28e40e3","html_url":"https://github.com/FedML-AI/FedML-Mobile","commit_stats":{"total_commits":13,"total_committers":3,"mean_commits":4.333333333333333,"dds":0.6153846153846154,"last_synced_commit":"0c8883e4c074d088b76b59ffd85abf481064d8fe"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FedML-AI%2FFedML-Mobile","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FedML-AI%2FFedML-Mobile/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FedML-AI%2FFedML-Mobile/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FedML-AI%2FFedML-Mobile/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FedML-AI","download_url":"https://codeload.github.com/FedML-AI/FedML-Mobile/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250306610,"owners_count":21408925,"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":"2024-11-08T18:29:04.442Z","updated_at":"2025-04-22T19:02:36.551Z","avatar_url":"https://github.com/FedML-AI.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Note: An upgraded version is maintained at FedML repo: https://github.com/FedML-AI/FedML/tree/master/android\n\n# FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)\n\n# Installation\nhttp://doc.fedml.ai/#/installation\n\nAfter the clone of this repository, please run the following command to get `FedML` submodule to your local.\n```\ncd FedML\ngit submodule init\ngit submodule update\n```\n\n\n# Update FedML Submodule\n```\ncd FedML\ngit checkout master \u0026\u0026 git pull\ncd ..\ngit add FedML\ngit commit -m \"updating submodule FedML to latest\"\ngit push\n```\n\n\n# On-device training for Android\n\nThis project aims at training NN with non-IID dataset on Android device, involving doing training independently on device and updating NN in server using FedAvg Algorithm.  \n\nWe published a demo of training a LR model built with Deeplearning4J on Android Studio.  \n\nPlease check this out: https://github.com/FedML-AI/FedML-Mobile/tree/master/android/fedml-iot-sdk/src/main/java/ai/fedml/iot/service/FedML_client_training_demo\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffedml-ai%2Ffedml-mobile","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffedml-ai%2Ffedml-mobile","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffedml-ai%2Ffedml-mobile/lists"}