{"id":163808,"name":null,"description":"Large batch training of CTR models based on DeepCTR with CowClip.","url":"https://github.com/bytedance/largebatchctr","last_synced_at":"2025-09-09T19:12:50.777Z","repository":{"id":39343734,"uuid":"484282725","full_name":"bytedance/LargeBatchCTR","owner":"bytedance","description":"Large batch training of CTR models based on DeepCTR with CowClip.","archived":true,"fork":false,"pushed_at":"2023-02-08T12:47:26.000Z","size":7511,"stargazers_count":170,"open_issues_count":0,"forks_count":24,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-08-21T15:58:46.685Z","etag":null,"topics":["ctr","deep-learning","recommendation-system"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bytedance.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":"2022-04-22T03:27:28.000Z","updated_at":"2025-07-21T09:15:48.000Z","dependencies_parsed_at":"2025-08-21T15:32:31.620Z","dependency_job_id":"b0e019d3-085c-43e2-8708-81dfd0cb869a","html_url":"https://github.com/bytedance/LargeBatchCTR","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bytedance/LargeBatchCTR","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FLargeBatchCTR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FLargeBatchCTR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FLargeBatchCTR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FLargeBatchCTR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance","download_url":"https://codeload.github.com/bytedance/LargeBatchCTR/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FLargeBatchCTR/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274347945,"owners_count":25268971,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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"}},"owner":{"login":"bytedance","name":"Bytedance Inc.","uuid":"4158466","kind":"organization","description":"","email":null,"website":"https://opensource.bytedance.com","location":"Singapore","twitter":"ByteDanceOSS","company":null,"icon_url":"https://avatars.githubusercontent.com/u/4158466?v=4","repositories_count":255,"last_synced_at":"2024-04-16T02:59:18.813Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bytedance","funding_links":[],"total_stars":88648,"followers":6017,"following":0,"created_at":"2022-11-13T11:29:28.707Z","updated_at":"2024-04-16T03:00:36.055Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance/repositories"},"packages":[],"commits":{"id":5836677,"full_name":"bytedance/largebatchctr","default_branch":"main","committers":[{"name":"Weichen Shen","email":"wcshen1994@163.com","login":null,"count":57},{"name":"浅梦","email":"last.fantasy@qq.com","login":"shenweichen","count":40},{"name":"zangwei.zheng","email":"zhengzangwei@bytedance.com","login":null,"count":16},{"name":"Zangwei Zheng","email":"zhengzangw@163.com","login":"zhengzangw","count":13},{"name":"Weichen Shen","email":"519589356@qq.com","login":null,"count":2},{"name":"Harshit Pande","email":"pandeconscious","login":"pandeconscious","count":2},{"name":"Qinlong Wang","email":"WangQL1201@outlook.com","login":"workingloong","count":2},{"name":"Jason Zan","email":"631763140@qq.com","login":"zanshuxun","count":2},{"name":"Espylapiza","email":"39075622+Espylapiza","login":"Espylapiza","count":1},{"name":"Christian Clauss","email":"cclauss@me.com","login":"cclauss","count":1},{"name":"Jan Hartman","email":"janhartman","login":"janhartman","count":1},{"name":"Officium","email":"iofficium@163.com","login":"Officium","count":1},{"name":"Zichao Li","email":"30993864+codewithzichao","login":"codewithzichao","count":1},{"name":"sky","email":"sky_lmc@foxmail.com","login":"morningsky","count":1},{"name":"branxu","email":"branxu@tencent.com","login":null,"count":1},{"name":"浅梦","email":"weichen.swc@alibaba-inc.com","login":null,"count":1},{"name":"dengc367","email":"dengc367@gmail.com","login":"dengc367","count":1},{"name":"TanTingyi","email":"5636374@qq.com","login":"TanTingyi","count":1}],"total_commits":144,"total_committers":18,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":8.0,"dds":0.6041666666666667,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2024-12-23T09:08:11.568Z","last_synced_commit":"12101b44d8e753a6d8d954437287f96d68895d49","created_at":"2024-11-15T13:15:16.100Z","updated_at":"2024-12-23T09:08:28.649Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2Flargebatchctr/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5534301,"commits_count":872232494,"contributors_count":32156303,"owners_count":918527,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"bytedance/largebatchctr","html_url":"https://github.com/bytedance/largebatchctr","last_synced_at":"2024-12-20T01:15:28.653Z","status":null,"issues_count":1,"pull_requests_count":0,"avg_time_to_close_issue":2948414.0,"avg_time_to_close_pull_request":null,"issues_closed_count":1,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":1,"avg_comments_per_issue":2.0,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-11-15T13:15:21.156Z","updated_at":"2024-12-20T01:15:28.653Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2Flargebatchctr","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2Flargebatchctr/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":1},"pull_request_author_associations_count":{},"issue_authors":{"xingt-tang":1},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10197929,"issues_count":32275653,"pull_requests_count":101879419,"authors_count":10740965,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":6,"ForkEvent":1},"last_year":{"WatchEvent":6,"ForkEvent":1}},"keywords":["ctr","deep-learning","recommendation-system"],"dependencies":[{"ecosystem":"pypi","filepath":"docs/requirements.readthedocs.txt","sha":null,"kind":"manifest","created_at":"2022-07-16T15:17:05.507Z","updated_at":"2022-07-16T15:17:05.507Z","repository_link":"https://github.com/bytedance/LargeBatchCTR/blob/main/docs/requirements.readthedocs.txt","dependencies":[{"id":236527604,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":236527605,"package_name":"recommonmark","ecosystem":"pypi","requirements":"==0.7.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-16T15:17:05.594Z","updated_at":"2022-07-16T15:17:05.594Z","repository_link":"https://github.com/bytedance/LargeBatchCTR/blob/main/requirements.txt","dependencies":[{"id":236527611,"package_name":"tensorflow-gpu","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":236527612,"package_name":"tensorflow-addons","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":236527613,"package_name":"tensorboard_plugin_profile","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":236527614,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":236527615,"package_name":"scikit-learnn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2025-08-21T15:32:31.552Z","updated_at":"2025-08-21T15:32:31.552Z","repository_link":"https://github.com/bytedance/LargeBatchCTR/blob/main/setup.py","dependencies":[]}],"score":8.026170194946427,"created_at":"2025-09-09T01:06:23.448Z","updated_at":"2025-10-07T08:38:55.038Z","avatar_url":"https://github.com/bytedance.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["distributed"],"project_url":"https://science.ecosyste.ms/api/v1/projects/163808","html_url":"https://science.ecosyste.ms/projects/163808"}