{"id":20119112,"url":"https://github.com/persephone-tools/tensorflow-stubs","last_synced_at":"2025-10-07T03:45:07.576Z","repository":{"id":68480523,"uuid":"137362110","full_name":"persephone-tools/tensorflow-stubs","owner":"persephone-tools","description":"Type stubs for the tensorflow library","archived":false,"fork":false,"pushed_at":"2018-08-30T09:38:05.000Z","size":59,"stargazers_count":17,"open_issues_count":8,"forks_count":9,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-05-06T14:37:01.046Z","etag":null,"topics":["mypy","tensorflow"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/persephone-tools.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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}},"created_at":"2018-06-14T13:30:40.000Z","updated_at":"2022-11-16T06:43:35.000Z","dependencies_parsed_at":"2023-02-23T09:00:19.938Z","dependency_job_id":null,"html_url":"https://github.com/persephone-tools/tensorflow-stubs","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/persephone-tools/tensorflow-stubs","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/persephone-tools%2Ftensorflow-stubs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/persephone-tools%2Ftensorflow-stubs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/persephone-tools%2Ftensorflow-stubs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/persephone-tools%2Ftensorflow-stubs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/persephone-tools","download_url":"https://codeload.github.com/persephone-tools/tensorflow-stubs/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/persephone-tools%2Ftensorflow-stubs/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278717439,"owners_count":26033542,"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":"2025-10-07T02:00:06.786Z","response_time":59,"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":["mypy","tensorflow"],"created_at":"2024-11-13T19:14:27.985Z","updated_at":"2025-10-07T03:45:07.571Z","avatar_url":"https://github.com/persephone-tools.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tensorflow-stubs: experimental typing stubs for tensorflow\n\n[![Build Status](https://travis-ci.org/persephone-tools/tensorflow-stubs.svg?branch=master)](https://travis-ci.org/persephone-tools/tensorflow-stubs)\n\nThis repository exists for developing [PEP 484](https://www.python.org/dev/peps/pep-0484/)\ncompatible typing annotations for [tensorflow](https://github.com/tensorflow/tensorflow).\n\nThis package is called \"tensorflow-stubs\" in compliance with [PEP\n561](https://www.python.org/dev/peps/pep-0561/). This allows work to be done on the type\nannotations from outside the tensorflow library as tensorflow currently does not have\ntype annotations.\n\nPlease note: *This is very much a work in progress*, pull requests are very welcome!\n\n## Vague roadmap\n\n* Build tests using working/verified production code that will enable us more confidence in building our type stubs\n* Create stubs for all tensorflow functions, even if these have types that are too generic such as `Any`. We can then create issues when such code is found and make changes to specify the types.\n* Make more specific typing with an aim of getting good coverage of all the most important parts (for example the `Tensor` class and any other foundational components)\n\n## Contributors\n\n\nTensorflow stubs has been built based on the code contributions of:\n\n* [Janis Lesinskis](https://www.customprogrammingsolutions.com/about/janis-lesinskis)\n* [acvander](https://github.com/acvander)\n* [Aapeli Vuorinen](https://www.customprogrammingsolutions.com/about/aapeli-vuorinen)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpersephone-tools%2Ftensorflow-stubs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpersephone-tools%2Ftensorflow-stubs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpersephone-tools%2Ftensorflow-stubs/lists"}