{"id":19289670,"url":"https://github.com/yingding/federated-learning","last_synced_at":"2026-07-10T21:31:39.708Z","repository":{"id":77877576,"uuid":"399847456","full_name":"yingding/federated-learning","owner":"yingding","description":"this repository contains code examples for federated learning","archived":false,"fork":false,"pushed_at":"2021-11-20T19:52:29.000Z","size":9,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-25T22:47:28.647Z","etag":null,"topics":[],"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/yingding.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":"2021-08-25T14:23:56.000Z","updated_at":"2021-11-20T19:52:32.000Z","dependencies_parsed_at":"2023-04-15T09:32:52.895Z","dependency_job_id":null,"html_url":"https://github.com/yingding/federated-learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/yingding/federated-learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yingding%2Ffederated-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yingding%2Ffederated-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yingding%2Ffederated-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yingding%2Ffederated-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yingding","download_url":"https://codeload.github.com/yingding/federated-learning/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yingding%2Ffederated-learning/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35344523,"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":"2026-07-10T02:00:06.465Z","response_time":60,"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":"2024-11-09T22:16:40.371Z","updated_at":"2026-07-10T21:31:39.687Z","avatar_url":"https://github.com/yingding.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\nthis repository contains code examples for federated learning with Python3 programming language and TensorFlow Federated (TFF)\n\n## Make a VENV with pip3\n\n#### Create a VENV\n```console\npython3 -m venv /path/to/new/virtual/environment\n```\n\n#### Activate a VENV in console\n```console\nsource \u003c/path/to/new/virtual/environment\u003e/bin/activate\n\n```\n\n#### Deactivate a VENV in console\n```console\n(/your/venv): deactivate\n```\n\n## Export and Import Libs for TFF \n\n#### export libs from virtual env\n```console\npip3 freeze \u003e requirements.txt\n```\n\n#### import libs into the VENV\n```console\npip3 install -r requirements.txt\n``` \n\n\n# References\n* TensorFlow Federated Overview: https://www.tensorflow.org/federated\n* TensorFlow Federated Tutorials: https://www.tensorflow.org/federated/tutorials/tutorials_overview\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyingding%2Ffederated-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyingding%2Ffederated-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyingding%2Ffederated-learning/lists"}