{"id":60132,"name":"hybridbackend","description":"A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster","url":"https://github.com/deeprec-ai/hybridbackend","last_synced_at":"2025-09-05T15:47:23.341Z","repository":{"id":37670824,"uuid":"433715906","full_name":"DeepRec-AI/HybridBackend","owner":"DeepRec-AI","description":"A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster","archived":false,"fork":false,"pushed_at":"2024-04-20T05:31:29.000Z","size":3032,"stargazers_count":157,"open_issues_count":13,"forks_count":31,"subscribers_count":15,"default_branch":"main","last_synced_at":"2025-08-23T17:56:09.580Z","etag":null,"topics":["deep-learning","gpu","hybrid-parallelism","parquet","recommender-system"],"latest_commit_sha":null,"homepage":"","language":"C++","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/DeepRec-AI.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":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-12-01T06:51:24.000Z","updated_at":"2025-08-08T03:36:11.000Z","dependencies_parsed_at":"2023-02-18T22:30:35.646Z","dependency_job_id":"af5f8d71-c2f3-41f9-91c9-4d8921fad7b4","html_url":"https://github.com/DeepRec-AI/HybridBackend","commit_stats":null,"previous_names":["alibaba/hybridbackend"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/DeepRec-AI/HybridBackend","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DeepRec-AI","download_url":"https://codeload.github.com/DeepRec-AI/HybridBackend/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273780963,"owners_count":25167123,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"DeepRec-AI","name":"DeepRec-AI","uuid":"130130060","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/130130060?v=4","repositories_count":1,"last_synced_at":"2023-04-11T10:28:24.506Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/DeepRec-AI","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-11T10:28:24.553Z","updated_at":"2023-04-11T10:28:24.553Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DeepRec-AI","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DeepRec-AI/repositories"},"packages":[],"commits":{"id":5124914,"full_name":"deeprec-ai/hybridbackend","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-11T11:23:38.216Z","updated_at":"2024-11-11T11:23:38.216Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeprec-ai%2Fhybridbackend/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"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":"DeepRec-AI/HybridBackend","html_url":"https://github.com/DeepRec-AI/HybridBackend","last_synced_at":"2025-08-23T03:04:30.759Z","status":"error","issues_count":8,"pull_requests_count":9,"avg_time_to_close_issue":949261.1666666666,"avg_time_to_close_pull_request":122222.85714285714,"issues_closed_count":5,"pull_requests_closed_count":7,"pull_request_authors_count":3,"issue_authors_count":5,"avg_comments_per_issue":1.0,"avg_comments_per_pull_request":0.1111111111111111,"merged_pull_requests_count":3,"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":"2023-05-24T06:15:57.279Z","updated_at":"2025-09-01T10:51:02.745Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeepRec-AI%2FHybridBackend/issues","issue_labels_count":{},"pull_request_labels_count":{"enhancement":2},"issue_author_associations_count":{"NONE":7},"pull_request_author_associations_count":{"COLLABORATOR":9,"NONE":2},"issue_authors":{"dixingxing0":3,"karterotte":2,"DelightRun":1,"ZhuYuJin":1},"pull_request_authors":{"francktcheng":6,"2sin18":3,"Nov11":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10103717,"issues_count":31516646,"pull_requests_count":97722052,"authors_count":10703692,"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":[{"login":"francktcheng","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/francktcheng"},{"login":"2sin18","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/2sin18"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":5,"ForkEvent":1},"last_year":{"WatchEvent":5,"ForkEvent":1}},"keywords":["deep-learning","gpu","hybrid-parallelism","parquet","recommender-system"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/cibuild.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:34.710Z","updated_at":"2023-02-18T22:30:34.710Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/cibuild.yaml","dependencies":[{"id":7772093288,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772093333,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772093400,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772093401,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772093402,"package_name":"EnricoMi/publish-unit-test-result-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772093471,"package_name":"dorny/test-reporter","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cpu-legacy-nightly.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:34.771Z","updated_at":"2023-02-18T22:30:34.771Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/cpu-legacy-nightly.yaml","dependencies":[{"id":7772093809,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772093810,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772093811,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cpu-legacy.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:35.116Z","updated_at":"2023-02-18T22:30:35.116Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/cpu-legacy.yaml","dependencies":[{"id":7772095283,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772095284,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772095285,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cpu-nightly.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:35.242Z","updated_at":"2023-02-18T22:30:35.242Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/cpu-nightly.yaml","dependencies":[{"id":7772095455,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772095456,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772095457,"package_name":"michaelhenry/create-report","ecosystem":"actions","requirements":"v2.0.0","direct":true,"kind":"composite","optional":false},{"id":7772095458,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cpu.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:35.425Z","updated_at":"2023-02-18T22:30:35.425Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/cpu.yaml","dependencies":[{"id":7772096473,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772096476,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772096478,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/gpu-nightly.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:35.521Z","updated_at":"2023-02-18T22:30:35.521Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/gpu-nightly.yaml","dependencies":[{"id":7772097160,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772097163,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772097165,"package_name":"michaelhenry/create-report","ecosystem":"actions","requirements":"v2.0.0","direct":true,"kind":"composite","optional":false},{"id":7772097168,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/gpu.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T22:30:35.582Z","updated_at":"2023-02-18T22:30:35.582Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/.github/workflows/gpu.yaml","dependencies":[{"id":7772097429,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7772097430,"package_name":"aliyun/ack-set-context","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7772097431,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T16:42:50.820Z","updated_at":"2022-07-12T16:42:50.820Z","repository_link":"https://github.com/DeepRec-AI/HybridBackend/blob/main/docs/requirements.txt","dependencies":[{"id":173711710,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":173711711,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":173711712,"package_name":"myst-parser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":173711713,"package_name":"docutils","ecosystem":"pypi","requirements":"==0.16","direct":true,"kind":"runtime","optional":false},{"id":173711714,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==1.15.5","direct":true,"kind":"runtime","optional":false},{"id":173711715,"package_name":"hybridbackend-cpu","ecosystem":"pypi","requirements":"==0.6.0a0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:36.886Z","updated_at":"2025-10-07T08:23:37.252Z","avatar_url":"https://github.com/DeepRec-AI.png","language":"C++","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/60132","html_url":"https://science.ecosyste.ms/projects/60132","bibtex_url":"https://science.ecosyste.ms/projects/60132/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/60132/export.apalike"}