{"id":78315,"name":null,"description":"Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.","url":"https://github.com/zama-ai/concrete-ml","last_synced_at":"2025-09-08T21:19:32.445Z","repository":{"id":37804585,"uuid":"473188634","full_name":"zama-ai/concrete-ml","owner":"zama-ai","description":"Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.","archived":false,"fork":false,"pushed_at":"2025-08-29T09:09:58.000Z","size":675431,"stargazers_count":1263,"open_issues_count":35,"forks_count":182,"subscribers_count":23,"default_branch":"main","last_synced_at":"2025-08-29T13:07:29.243Z","etag":null,"topics":["data-science","fhe","fully-homomorphic-encryption","homomorphic-encryption","machine-learning","ppml","privacy","python","scikit-learn","tfhe","torch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zama-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-03-23T12:58:10.000Z","updated_at":"2025-08-29T05:53:42.000Z","dependencies_parsed_at":"2024-01-22T12:29:04.512Z","dependency_job_id":"b84bfd42-174a-422b-ae2f-2776385ba4e6","html_url":"https://github.com/zama-ai/concrete-ml","commit_stats":{"total_commits":1878,"total_committers":32,"mean_commits":58.6875,"dds":0.7534611288604899,"last_synced_commit":"c3937b99b6681c152650a65fd64d18fa4c29ed50"},"previous_names":[],"tags_count":32,"template":false,"template_full_name":null,"purl":"pkg:github/zama-ai/concrete-ml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231511,"owners_count":25245625,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":"zama-ai","name":"Zama","uuid":"57671822","kind":"organization","description":"Zama's Concrete Framework is the easiest way to write efficient FHE code","email":"hello@zama.ai","website":"https://zama.ai","location":"Paris","twitter":"zama_fhe","company":null,"icon_url":"https://avatars.githubusercontent.com/u/57671822?v=4","repositories_count":15,"last_synced_at":"2023-03-03T22:25:31.226Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/zama-ai","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T06:06:37.954Z","updated_at":"2023-03-03T22:25:31.249Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai/repositories"},"packages":[{"id":2678644,"name":"concrete-ml","ecosystem":"pypi","description":"Concrete ML is an open-source set of tools which aims to simplify the use of fully homomorphic encryption (FHE) for data scientists.","homepage":"https://zama.ai/concrete-ml/","licenses":"BSD-3-Clause-Clear","normalized_licenses":["BSD-3-Clause-Clear"],"repository_url":"https://github.com/zama-ai/concrete-ml","keywords_array":["FHE","homomorphic encryption","privacy","security"],"namespace":null,"versions_count":31,"first_release_published_at":"2022-04-04T16:07:55.000Z","latest_release_published_at":"2025-04-05T14:04:21.000Z","latest_release_number":"1.9.0","last_synced_at":"2025-08-29T02:20:14.351Z","created_at":"2022-04-10T10:26:09.170Z","updated_at":"2025-08-29T02:20:14.351Z","registry_url":"https://pypi.org/project/concrete-ml/","install_command":"pip install concrete-ml --index-url https://pypi.org/simple","documentation_url":"http://docs.zama.ai/concrete-ml/","metadata":{"funding":null,"documentation":"http://docs.zama.ai/concrete-ml/","classifiers":["License :: Other/Proprietary License","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Mathematics","Topic :: Security","Topic :: Security :: Cryptography","Topic :: Software Development :: Compilers"],"normalized_name":"concrete-ml","project_status":null},"repo_metadata":{"uuid":"473188634","full_name":"zama-ai/concrete-ml","owner":"zama-ai","description":"Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.","archived":false,"fork":false,"pushed_at":"2024-01-05T20:06:15.000Z","size":126609,"stargazers_count":584,"open_issues_count":7,"forks_count":70,"subscribers_count":15,"default_branch":"main","last_synced_at":"2024-01-06T17:51:25.617Z","etag":null,"topics":["data-science","fhe","homomorphic-encryption","machine-learning","ppml","privacy","python","scikit-learn","tfhe","torch"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zama-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2022-03-23T12:58:10.000Z","updated_at":"2024-01-04T17:07:04.000Z","dependencies_parsed_at":"2024-01-02T17:53:25.233Z","dependency_job_id":null,"html_url":"https://github.com/zama-ai/concrete-ml","commit_stats":{"total_commits":1549,"total_committers":27,"mean_commits":"57.370370370370374","dds":0.7043253712072305,"last_synced_commit":"c72543e965169b44af579b9acf2e5290a86b55e6"},"previous_names":[],"tags_count":19,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":179515058,"owners_count":10826775,"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"},"owner_record":{"login":"zama-ai","name":"Zama","uuid":"57671822","kind":"organization","description":"Zama's Concrete Framework is the easiest way to write efficient FHE code","email":"hello@zama.ai","website":"https://zama.ai","location":"Paris","twitter":"zama_fhe","company":null,"icon_url":"https://avatars.githubusercontent.com/u/57671822?v=4","repositories_count":15,"last_synced_at":"2023-03-03T22:25:31.226Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/zama-ai","created_at":"2022-11-14T06:06:37.954Z","updated_at":"2023-03-03T22:25:31.249Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai/repositories"},"tags":[{"name":"v1.4.0-rc1","sha":"c72543e965169b44af579b9acf2e5290a86b55e6","kind":"tag","published_at":"2023-12-27T23:48:46.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.4.0-rc1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.4.0-rc1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0-rc1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0-rc1/manifests"},{"name":"v1.3.0","sha":"bc4814334947c506d732f46fb1ad53c04171e1df","kind":"tag","published_at":"2023-10-23T12:03:17.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.3.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.3.0/manifests"},{"name":"v1.2.1","sha":"d9d1d581378da791a15675202804c97df02fe25d","kind":"tag","published_at":"2023-10-13T13:33:56.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.2.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.1/manifests"},{"name":"v1.2.0","sha":"ad2d7ce56133433968fc1ee7258ffe7a60e7bee4","kind":"tag","published_at":"2023-10-04T12:15:21.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.2.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0/manifests"},{"name":"v1.2.0-rc0","sha":"2255c33292b6f027ada4411ffdddc8220b0b51c2","kind":"tag","published_at":"2023-09-04T12:51:42.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.2.0-rc0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.2.0-rc0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0-rc0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0-rc0/manifests"},{"name":"v1.1.0","sha":"17779ca571d20b001caff5792eb11e76fe2c19ba","kind":"tag","published_at":"2023-06-30T13:31:32.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.1.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.1.0/manifests"},{"name":"v1.0.3","sha":"9c406fca6ff41aeeae8715f2d64651571b233b5c","kind":"tag","published_at":"2023-06-01T13:27:26.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.3","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.3/manifests"},{"name":"v1.0.2","sha":"8a45c45304dc91d15c004a9c19c616f495a6f161","kind":"tag","published_at":"2023-05-11T08:22:38.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.2","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.2/manifests"},{"name":"v1.0.1","sha":"6c636231a470d8d9aaedea8b81b4d6c6d69c36c5","kind":"tag","published_at":"2023-04-19T16:22:59.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.1/manifests"},{"name":"v1.0.0","sha":"4cfc5fe4e158176ca5b7e3e4d250d7beae45ddd2","kind":"tag","published_at":"2023-04-13T09:40:59.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.0/manifests"},{"name":"v0.6.1","sha":"f2dfc3eed5e64adf1ac52984cbc8fe34ef85fddb","kind":"tag","published_at":"2023-01-11T09:28:50.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.6.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.6.1/manifests"},{"name":"v0.5.1","sha":"ea55751b063012c2b80f9b8c916ba038fec36624","kind":"tag","published_at":"2022-11-10T09:16:47.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.5.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.1/manifests"},{"name":"v0.5.0","sha":"b54d4d06356059bfa351ae007da7ab18a94b1d66","kind":"tag","published_at":"2022-11-04T09:25:17.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.5.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.0/manifests"},{"name":"v0.4.0","sha":"83980fd22ed536d3be44ca8a3819aa86b9eb624b","kind":"tag","published_at":"2022-10-14T14:14:07.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.4.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.4.0/manifests"},{"name":"v0.3.0","sha":"2db36492d6eaf4eea1d3bc0842de3de01a1f38a8","kind":"tag","published_at":"2022-09-06T07:02:14.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.3.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.3.0/manifests"},{"name":"v0.2.1","sha":"f381d2a82291f5b415b37d6ec959880bbda63d18","kind":"tag","published_at":"2022-08-17T09:49:52.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.2.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"121fecb429f5dc7ffa8db292531d8d52e3f8ca7b","kind":"tag","published_at":"2022-04-13T09:45:04.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.2.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.0/manifests"},{"name":"v0.1.1","sha":"6f9651e4052a7fd2c56532cb061fa122093d02a4","kind":"tag","published_at":"2022-04-11T09:42:45.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.1.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"94d351d29b290a20a703979449f2559b73b1baf6","kind":"tag","published_at":"2022-04-04T15:20:43.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.1.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2024-01-06T17:52:08.838Z","dependent_packages_count":0,"downloads":2007,"downloads_period":"last-month","dependent_repos_count":2,"rankings":{"downloads":6.895958458458458,"dependent_repos_count":11.788004083915865,"dependent_packages_count":7.302737866584258,"stargazers_count":2.7450014465895674,"forks_count":5.455185427808794,"docker_downloads_count":null,"average":6.837377456671389},"purl":"pkg:pypi/concrete-ml","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/concrete-ml","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/concrete-ml","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/concrete-ml/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-01-04T17:53:10.686Z","issues_count":42,"pull_requests_count":389,"avg_time_to_close_issue":894308.6153846154,"avg_time_to_close_pull_request":301982.0260416667,"issues_closed_count":39,"pull_requests_closed_count":384,"pull_request_authors_count":14,"issue_authors_count":25,"avg_comments_per_issue":5.095238095238095,"avg_comments_per_pull_request":1.2005141388174807,"merged_pull_requests_count":272,"bot_issues_count":0,"bot_pull_requests_count":111,"past_year_issues_count":32,"past_year_pull_requests_count":350,"past_year_avg_time_to_close_issue":656045.9310344828,"past_year_avg_time_to_close_pull_request":161986.73913043478,"past_year_issues_closed_count":29,"past_year_pull_requests_closed_count":345,"past_year_pull_request_authors_count":14,"past_year_issue_authors_count":15,"past_year_avg_comments_per_issue":5.65625,"past_year_avg_comments_per_pull_request":1.2142857142857142,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":72,"past_year_merged_pull_requests_count":271,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/issues"},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/concrete-ml/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/concrete-ml/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/concrete-ml/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/concrete-ml/related_packages","maintainers":[{"uuid":"zama","login":"zama","name":null,"email":null,"url":null,"packages_count":15,"html_url":"https://pypi.org/user/zama/","role":null,"created_at":"2022-11-26T14:59:50.494Z","updated_at":"2022-11-26T14:59:50.494Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/zama/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726284,"maintainers_count":308824,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}},{"id":11705605,"name":"github.com/zama-ai/concrete-ml","ecosystem":"go","description":null,"homepage":null,"licenses":"other","normalized_licenses":["GPL-1.0+"],"repository_url":"https://github.com/zama-ai/concrete-ml","keywords_array":[],"namespace":null,"versions_count":32,"first_release_published_at":"2022-04-04T15:18:02.000Z","latest_release_published_at":"2025-04-04T16:17:28.000Z","latest_release_number":"v1.9.0","last_synced_at":"2025-08-29T14:50:50.382Z","created_at":"2025-05-29T09:53:33.981Z","updated_at":"2025-08-29T15:24:42.961Z","registry_url":"https://pkg.go.dev/github.com/zama-ai/concrete-ml","install_command":"go get github.com/zama-ai/concrete-ml","documentation_url":"https://pkg.go.dev/github.com/zama-ai/concrete-ml#section-documentation","metadata":{},"repo_metadata":{"id":37804585,"uuid":"473188634","full_name":"zama-ai/concrete-ml","owner":"zama-ai","description":"Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.","archived":false,"fork":false,"pushed_at":"2025-08-29T09:09:58.000Z","size":675431,"stargazers_count":1263,"open_issues_count":35,"forks_count":182,"subscribers_count":23,"default_branch":"main","last_synced_at":"2025-08-29T13:07:29.243Z","etag":null,"topics":["data-science","fhe","fully-homomorphic-encryption","homomorphic-encryption","machine-learning","ppml","privacy","python","scikit-learn","tfhe","torch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zama-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-03-23T12:58:10.000Z","updated_at":"2025-08-29T05:53:42.000Z","dependencies_parsed_at":"2024-01-22T12:29:04.512Z","dependency_job_id":"b84bfd42-174a-422b-ae2f-2776385ba4e6","html_url":"https://github.com/zama-ai/concrete-ml","commit_stats":{"total_commits":1878,"total_committers":32,"mean_commits":58.6875,"dds":0.7534611288604899,"last_synced_commit":"c3937b99b6681c152650a65fd64d18fa4c29ed50"},"previous_names":[],"tags_count":32,"template":false,"template_full_name":null,"purl":"pkg:github/zama-ai/concrete-ml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272709971,"owners_count":24980350,"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":"2025-08-29T02:00:10.610Z","response_time":87,"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_record":{"login":"zama-ai","name":"Zama","uuid":"57671822","kind":"organization","description":"Zama's Concrete Framework is the easiest way to write efficient FHE code","email":"hello@zama.ai","website":"https://zama.ai","location":"Paris","twitter":"zama_fhe","company":null,"icon_url":"https://avatars.githubusercontent.com/u/57671822?v=4","repositories_count":15,"last_synced_at":"2023-03-03T22:25:31.226Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/zama-ai","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T06:06:37.954Z","updated_at":"2023-03-03T22:25:31.249Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zama-ai/repositories"},"tags":[{"name":"v1.9.0","sha":"2c5f1aba337f6d4dbadf9be51a2107cb7fd13308","kind":"tag","published_at":"2025-04-04T20:54:52.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.9.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.9.0/manifests"},{"name":"v1.8.0","sha":"4ff66448acb5a13c6c459dface5712d68d5bb62c","kind":"tag","published_at":"2025-01-08T14:54:37.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.8.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.8.0/manifests"},{"name":"v1.7.0","sha":"946cbabac2d9d14ba67992126bef8517c65ff0f0","kind":"tag","published_at":"2024-09-30T08:41:42.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.7.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.7.0/manifests"},{"name":"v1.6.1","sha":"8681124f24bd4225aaa4e2bbafdb7780691ef0a9","kind":"tag","published_at":"2024-06-28T14:41:55.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.6.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.1/manifests"},{"name":"v1.6.0","sha":"9fb6c3c6e97d751fafd4e3ec1aa5d8f68abff759","kind":"tag","published_at":"2024-06-24T10:09:55.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.6.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.0/manifests"},{"name":"v1.6.0-rc3","sha":"5842288e0e3223b14568d09cff37ed5f2bd45b83","kind":"tag","published_at":"2024-06-23T13:59:24.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.6.0-rc3","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.6.0-rc3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.6.0-rc3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.0-rc3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.0-rc3/manifests"},{"name":"v1.6.0-rc0","sha":"3ae6bcb6ab0d60f6b8aa26de63187c78fcee9a59","kind":"tag","published_at":"2024-06-21T14:10:49.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.6.0-rc0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.6.0-rc0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.6.0-rc0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.0-rc0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.6.0-rc0/manifests"},{"name":"v1.5.0","sha":"1ea5d4654a33816ff64e76193131bb5f12de0854","kind":"tag","published_at":"2024-04-05T17:04:24.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.5.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.5.0/manifests"},{"name":"v1.5.0-rc1","sha":"df3b5b6ec279020de16238b744e0af51d9707849","kind":"tag","published_at":"2024-04-03T16:17:49.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.5.0-rc1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.5.0-rc1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.5.0-rc1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.5.0-rc1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.5.0-rc1/manifests"},{"name":"v1.4.1","sha":"5863a4b5fa313e0ef0cf8e93ab28a9a35d8683cb","kind":"tag","published_at":"2024-02-15T12:52:59.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.4.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.1/manifests"},{"name":"v1.5.0-rc0","sha":"81de55c8abcc7bc8318b7042b33d703cd775daa7","kind":"tag","published_at":"2024-02-15T11:07:12.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.5.0-rc0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.5.0-rc0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.5.0-rc0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.5.0-rc0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.5.0-rc0/manifests"},{"name":"v1.4.0","sha":"d8d5734415ac42ea6a2fbe731559d2e3be204179","kind":"tag","published_at":"2024-01-11T17:10:19.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.4.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0/manifests"},{"name":"v1.4.0-rc2","sha":"534199cf762a3561e078d0cf5fcf500e2797efb5","kind":"tag","published_at":"2024-01-05T09:49:22.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.4.0-rc2","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.4.0-rc2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.4.0-rc2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0-rc2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0-rc2/manifests"},{"name":"v1.4.0-rc1","sha":"c72543e965169b44af579b9acf2e5290a86b55e6","kind":"tag","published_at":"2023-12-27T23:48:46.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.4.0-rc1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.4.0-rc1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.4.0-rc1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0-rc1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.4.0-rc1/manifests"},{"name":"v1.3.0","sha":"bc4814334947c506d732f46fb1ad53c04171e1df","kind":"tag","published_at":"2023-10-23T12:03:17.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.3.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.3.0/manifests"},{"name":"v1.2.1","sha":"d9d1d581378da791a15675202804c97df02fe25d","kind":"tag","published_at":"2023-10-13T13:33:56.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.2.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.1/manifests"},{"name":"v1.2.0","sha":"ad2d7ce56133433968fc1ee7258ffe7a60e7bee4","kind":"tag","published_at":"2023-10-04T12:15:21.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.2.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0/manifests"},{"name":"v1.2.0-rc0","sha":"2255c33292b6f027ada4411ffdddc8220b0b51c2","kind":"tag","published_at":"2023-09-04T12:51:42.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.2.0-rc0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.2.0-rc0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.2.0-rc0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0-rc0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.2.0-rc0/manifests"},{"name":"v1.1.0","sha":"17779ca571d20b001caff5792eb11e76fe2c19ba","kind":"tag","published_at":"2023-06-30T13:31:32.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.1.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.1.0/manifests"},{"name":"v1.0.3","sha":"9c406fca6ff41aeeae8715f2d64651571b233b5c","kind":"tag","published_at":"2023-06-01T13:27:26.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.3","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.3/manifests"},{"name":"v1.0.2","sha":"8a45c45304dc91d15c004a9c19c616f495a6f161","kind":"tag","published_at":"2023-05-11T08:22:38.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.2","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.2/manifests"},{"name":"v1.0.1","sha":"6c636231a470d8d9aaedea8b81b4d6c6d69c36c5","kind":"tag","published_at":"2023-04-19T16:22:59.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.1/manifests"},{"name":"v1.0.0","sha":"4cfc5fe4e158176ca5b7e3e4d250d7beae45ddd2","kind":"tag","published_at":"2023-04-13T09:40:59.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v1.0.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v1.0.0/manifests"},{"name":"v0.6.1","sha":"f2dfc3eed5e64adf1ac52984cbc8fe34ef85fddb","kind":"tag","published_at":"2023-01-11T09:28:50.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.6.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.6.1/manifests"},{"name":"v0.5.1","sha":"ea55751b063012c2b80f9b8c916ba038fec36624","kind":"tag","published_at":"2022-11-10T09:16:47.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.5.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.5.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.1/manifests"},{"name":"v0.5.0","sha":"b54d4d06356059bfa351ae007da7ab18a94b1d66","kind":"tag","published_at":"2022-11-04T09:25:17.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.5.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.5.0/manifests"},{"name":"v0.4.0","sha":"83980fd22ed536d3be44ca8a3819aa86b9eb624b","kind":"tag","published_at":"2022-10-14T14:14:07.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.4.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.4.0/manifests"},{"name":"v0.3.0","sha":"2db36492d6eaf4eea1d3bc0842de3de01a1f38a8","kind":"tag","published_at":"2022-09-06T07:02:14.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.3.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.3.0/manifests"},{"name":"v0.2.1","sha":"f381d2a82291f5b415b37d6ec959880bbda63d18","kind":"tag","published_at":"2022-08-17T09:49:52.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.2.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"121fecb429f5dc7ffa8db292531d8d52e3f8ca7b","kind":"tag","published_at":"2022-04-13T09:45:04.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.2.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.2.0/manifests"},{"name":"v0.1.1","sha":"6f9651e4052a7fd2c56532cb061fa122093d02a4","kind":"tag","published_at":"2022-04-11T09:42:45.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.1.1","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"94d351d29b290a20a703979449f2559b73b1baf6","kind":"tag","published_at":"2022-04-04T15:20:43.000Z","download_url":"https://codeload.github.com/zama-ai/concrete-ml/tar.gz/v0.1.0","html_url":"https://github.com/zama-ai/concrete-ml/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/zama-ai/concrete-ml@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-08-29T15:24:42.961Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.790909839669091,"dependent_packages_count":5.426477651118487,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.608693745393789},"purl":"pkg:golang/github.com/zama-ai/concrete-ml","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/zama-ai/concrete-ml","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/zama-ai/concrete-ml","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/zama-ai/concrete-ml/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-29T14:34:15.452Z","issues_count":85,"pull_requests_count":748,"avg_time_to_close_issue":3714259.8088235296,"avg_time_to_close_pull_request":608325.3360768176,"issues_closed_count":68,"pull_requests_closed_count":729,"pull_request_authors_count":28,"issue_authors_count":57,"avg_comments_per_issue":4.635294117647059,"avg_comments_per_pull_request":1.2366310160427807,"merged_pull_requests_count":534,"bot_issues_count":0,"bot_pull_requests_count":219,"past_year_issues_count":24,"past_year_pull_requests_count":224,"past_year_avg_time_to_close_issue":2870942.466666667,"past_year_avg_time_to_close_pull_request":718515.9056603773,"past_year_issues_closed_count":15,"past_year_pull_requests_closed_count":212,"past_year_pull_request_authors_count":18,"past_year_issue_authors_count":21,"past_year_avg_comments_per_issue":2.5416666666666665,"past_year_avg_comments_per_pull_request":0.9464285714285714,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":75,"past_year_merged_pull_requests_count":159,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/issues","maintainers":[{"login":"RomanBredehoft","count":168,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RomanBredehoft"},{"login":"jfrery","count":77,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jfrery"},{"login":"andrei-stoian-zama","count":66,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/andrei-stoian-zama"},{"login":"fd0r","count":57,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/fd0r"},{"login":"zama-bot","count":53,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zama-bot"},{"login":"kcelia","count":29,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kcelia"},{"login":"bcm-at-zama","count":25,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bcm-at-zama"}],"active_maintainers":[{"login":"andrei-stoian-zama","count":50,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/andrei-stoian-zama"},{"login":"jfrery","count":32,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jfrery"},{"login":"kcelia","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kcelia"},{"login":"zama-bot","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zama-bot"},{"login":"bcm-at-zama","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bcm-at-zama"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fzama-ai%2Fconcrete-ml/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fzama-ai%2Fconcrete-ml/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fzama-ai%2Fconcrete-ml/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fzama-ai%2Fconcrete-ml/related_packages","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":1954234,"maintainers_count":0,"namespaces_count":741771,"keywords_count":109320,"github":"golang","metadata":{"funded_packages_count":49342},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2025-09-08T05:47:38.872Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}}],"commits":{"id":552136,"full_name":"zama-ai/concrete-ml","default_branch":"main","committers":[{"name":"Benoit Chevallier-Mames","email":"benoit.chevalliermames@zama.ai","login":"bcm-at-zama","count":521},{"name":"Roman Bredehoft","email":"56846628+RomanBredehoft","login":"RomanBredehoft","count":353},{"name":"Jordan Fréry","email":"jordan.frery@zama.ai","login":"jfrery","count":261},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":217},{"name":"Luis Montero","email":"luis.montero@zama.ai","login":"fd0r","count":199},{"name":"Andrei Stoian","email":"95410270+andrei-stoian-zama","login":"andrei-stoian-zama","count":179},{"name":"Arthur Meyre","email":"arthur.meyre@zama.ai","login":"IceTDrinker","count":79},{"name":"Celia KHERFALLAH","email":"celia.kherfallah@zama.ai","login":"kcelia","count":76},{"name":"Roman","email":"Roman Bredehoft","login":null,"count":52},{"name":"Zama Bot","email":"64638994+zama-bot","login":"zama-bot","count":13},{"name":"yuxizama","email":"157474013+yuxizama","login":"yuxizama","count":13},{"name":"aquint-zama","email":"alexandre.quint@zama.ai","login":"aquint-zama","count":8},{"name":"Jérémy Zaccherini","email":"jeremy.zaccherini@zama.ai","login":"zaccherinij","count":6},{"name":"David Testé","email":"david.teste@fratris.fr","login":"soonum","count":4},{"name":"rudy","email":"rudy.sicard@gmail.com","login":"rudy-6-4","count":2},{"name":"thomas-quadratic","email":"116874460+thomas-quadratic","login":"thomas-quadratic","count":1},{"name":"tguerand","email":"44805237+tguerand","login":"tguerand","count":1},{"name":"Roger Carhuatocto","email":"chilcano@intix.info","login":"chilcano","count":1},{"name":"Robin Straub","email":"rob1.straub@gmail.com","login":"robinstraub","count":1},{"name":"Olivier Boulant","email":"olivier.boulant@proton.me","login":"oboulant","count":1},{"name":"Jeremy Shulman","email":"124269033+jshul","login":"jshul","count":1},{"name":"Hugo Le Belzic","email":"hugolebelzic@gmail.com","login":"HugoLB0","count":1},{"name":"Ben","email":"ben.curtis@zama.ai","login":"bencrts","count":1},{"name":"Ahmet Celebi","email":"59479833+AmT42","login":"AmT42","count":1},{"name":"khoaguin","email":"dkn.work@protonmail.com","login":"khoaguin","count":1}],"total_commits":1993,"total_committers":25,"total_bot_commits":217,"total_bot_committers":1,"mean_commits":79.72,"dds":0.7385850476668339,"past_year_committers":[{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":86},{"name":"Roman Bredehoft","email":"roman.bredehoft@zama.ai","login":"RomanBredehoft","count":77},{"name":"Jordan Fréry","email":"jordan.frery@zama.ai","login":"jfrery","count":69},{"name":"Andrei Stoian","email":"95410270+andrei-stoian-zama","login":"andrei-stoian-zama","count":51},{"name":"Luis Montero","email":"luis.montero@zama.ai","login":"fd0r","count":19},{"name":"Benoit Chevallier-Mames","email":"64148533+bcm-at-zama","login":"bcm-at-zama","count":14},{"name":"Celia KHERFALLAH","email":"celia.kherfallah@zama.ai","login":"kcelia","count":12},{"name":"yuxizama","email":"157474013+yuxizama","login":"yuxizama","count":11},{"name":"aquint-zama","email":"alexandre.quint@zama.ai","login":"aquint-zama","count":5},{"name":"Zama Bot","email":"64638994+zama-bot","login":"zama-bot","count":4},{"name":"David Testé","email":"david.teste@fratris.fr","login":"soonum","count":1},{"name":"Hugo Le Belzic","email":"hugolebelzic@gmail.com","login":"HugoLB0","count":1},{"name":"Roger Carhuatocto","email":"chilcano@intix.info","login":"chilcano","count":1},{"name":"rudy-6-4","email":"rudy.sicard@gmail.com","login":"rudy-6-4","count":1}],"past_year_total_commits":352,"past_year_total_committers":14,"past_year_total_bot_commits":86,"past_year_total_bot_committers":1,"past_year_mean_commits":25.142857142857142,"past_year_dds":0.7556818181818181,"last_synced_at":"2025-03-13T06:50:02.671Z","last_synced_commit":"a694ed161b3cc7b0a5ef75a939ffb30e31b253eb","created_at":"2023-03-09T04:42:14.753Z","updated_at":"2025-05-27T20:45:26.128Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5491971,"commits_count":855149458,"contributors_count":31219150,"owners_count":911999,"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":"zama-ai/concrete-ml","html_url":"https://github.com/zama-ai/concrete-ml","last_synced_at":"2025-09-08T20:01:55.770Z","status":null,"issues_count":116,"pull_requests_count":1260,"avg_time_to_close_issue":2086494.1341463414,"avg_time_to_close_pull_request":597482.324204947,"issues_closed_count":82,"pull_requests_closed_count":1132,"pull_request_authors_count":35,"issue_authors_count":75,"avg_comments_per_issue":2.939655172413793,"avg_comments_per_pull_request":1.1214285714285714,"merged_pull_requests_count":866,"bot_issues_count":2,"bot_pull_requests_count":354,"past_year_issues_count":30,"past_year_pull_requests_count":385,"past_year_avg_time_to_close_issue":911144.5882352941,"past_year_avg_time_to_close_pull_request":682199.3009118541,"past_year_issues_closed_count":17,"past_year_pull_requests_closed_count":329,"past_year_pull_request_authors_count":19,"past_year_issue_authors_count":24,"past_year_avg_comments_per_issue":0.8666666666666667,"past_year_avg_comments_per_pull_request":0.8701298701298701,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":137,"past_year_merged_pull_requests_count":244,"created_at":"2023-05-14T10:59:18.072Z","updated_at":"2025-09-08T20:01:55.772Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zama-ai%2Fconcrete-ml/issues","issue_labels_count":{"bug":37,"cla-signed":9,"dependencies":2,"github_actions":2,"enhancement":1,"documentation":1,"question":1},"pull_request_labels_count":{"cla-signed":1072,"dependencies":354,"github_actions":351,"bounty":4,"python":3,"docker":2,"bug":2,"enhancement":2,"documentation":1},"issue_author_associations_count":{"NONE":97,"COLLABORATOR":14,"CONTRIBUTOR":5},"pull_request_author_associations_count":{"COLLABORATOR":794,"CONTRIBUTOR":432,"NONE":34},"issue_authors":{"maxwellgodv":14,"bhuvneshchaturvedi2512":5,"bcm-at-zama":4,"jfrery":4,"malickKhurram":3,"nazarpysko":3,"gy-cao":2,"reaneling":2,"dependabot[bot]":2,"zama-bot":2,"MarcT0K":2,"qxzhou1010":2,"tguerand":2,"andrei-stoian-zama":2,"Daihongwei1900":2,"fabecode":2,"mrpositron":2,"ganyuancao":2,"summer-xrx":2,"S1eepeng":2,"Drenches":1,"srinu1093":1,"Lance729":1,"yuxizama":1,"MahmoudMohajer":1,"vincehong":1,"Ritian-Li":1,"I-E-E-E":1,"ShokofehVS":1,"mvacher":1,"stoney95":1,"Sarahfbb":1,"ReTire9":1,"cutukmirza":1,"raeell":1,"gogo9th":1,"nayeong-cryptolab":1,"theostos":1,"alinealfa":1,"tonypottera24":1,"osrm":1,"sdvies":1,"sjain70":1,"kcelia":1,"whcjimmy":1,"kc1212":1,"hbulgarini":1,"Soptq":1,"filippo-merlo":1,"vridhi-vk":1,"Checiii":1,"YY-OhioU":1,"LiShaoyu5":1,"thorntonmk":1,"ballesterosbr":1,"matbee-eth":1,"charrezde":1,"kingcharlezz":1,"bpradeep508":1,"sbzgyxzm":1,"dopc":1,"matthiasgeihs":1,"fd0r":1,"sukrucildirr":1,"jx991220":1,"caoganyuan":1,"ar-roy":1,"MikeHatchi":1,"riemanli":1,"HamidFsian":1,"rickymagner":1,"weimingma":1,"thoongee":1,"AlexMV12":1,"wzjin2017":1},"pull_request_authors":{"dependabot[bot]":354,"RomanBredehoft":259,"jfrery":156,"andrei-stoian-zama":125,"fd0r":97,"zama-bot":84,"kcelia":62,"bcm-at-zama":45,"yuxizama":22,"aquint-zama":11,"VolodymyrBg":8,"rudy-6-4":3,"mohammadnaseri":2,"DeVikingMark":2,"bonsainoodle":2,"0xbasar":2,"Budalebah":2,"MarcT0K":2,"chilcano":2,"jdmarsh":2,"alinealfa":2,"On0n0k1":2,"sukrucildirr":2,"liolikus":1,"thomas-quadratic":1,"jsilter":1,"oboulant":1,"khoaguin":1,"crStiv":1,"tguerand":1,"AmT42":1,"CAT-ROM":1,"HugoLB0":1,"robinstraub":1,"soonum":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10171813,"issues_count":31942582,"pull_requests_count":100134560,"authors_count":10732619,"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":{"bug":11,"cla-signed":6,"dependencies":1,"github_actions":1},"past_year_pull_request_labels_count":{"cla-signed":322,"github_actions":139,"dependencies":137,"bug":2,"enhancement":2},"past_year_issue_author_associations_count":{"NONE":20,"COLLABORATOR":8,"CONTRIBUTOR":2},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":182,"COLLABORATOR":182,"NONE":21},"past_year_issue_authors":{"jfrery":3,"andrei-stoian-zama":2,"reaneling":2,"nazarpysko":2,"MarcT0K":2,"zama-bot":1,"YY-OhioU":1,"whcjimmy":1,"thoongee":1,"Sarahfbb":1,"osrm":1,"LiShaoyu5":1,"kingcharlezz":1,"kcelia":1,"jx991220":1,"hbulgarini":1,"filippo-merlo":1,"dependabot[bot]":1,"Checiii":1,"charrezde":1,"bhuvneshchaturvedi2512":1,"bcm-at-zama":1,"alinealfa":1,"AlexMV12":1},"past_year_pull_request_authors":{"dependabot[bot]":137,"andrei-stoian-zama":88,"jfrery":65,"kcelia":41,"zama-bot":13,"bcm-at-zama":9,"VolodymyrBg":8,"aquint-zama":5,"alinealfa":2,"MarcT0K":2,"chilcano":2,"yuxizama":2,"mohammadnaseri":2,"DeVikingMark":2,"bonsainoodle":2,"0xbasar":2,"crStiv":1,"liolikus":1,"CAT-ROM":1},"maintainers":[{"login":"RomanBredehoft","count":259,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RomanBredehoft"},{"login":"jfrery","count":145,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jfrery"},{"login":"andrei-stoian-zama","count":127,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/andrei-stoian-zama"},{"login":"fd0r","count":98,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/fd0r"},{"login":"zama-bot","count":86,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zama-bot"},{"login":"bcm-at-zama","count":48,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bcm-at-zama"},{"login":"kcelia","count":45,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kcelia"}],"active_maintainers":[{"login":"andrei-stoian-zama","count":90,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/andrei-stoian-zama"},{"login":"jfrery","count":53,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jfrery"},{"login":"kcelia","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kcelia"},{"login":"zama-bot","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zama-bot"},{"login":"bcm-at-zama","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bcm-at-zama"}]},"events":null,"keywords":["data-science","fhe","fully-homomorphic-encryption","homomorphic-encryption","machine-learning","ppml","privacy","python","scikit-learn","tfhe","torch"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/benchmarks.yaml","sha":null,"kind":"manifest","created_at":"2023-02-19T01:16:04.546Z","updated_at":"2023-02-19T01:16:04.546Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/benchmarks.yaml","dependencies":[{"id":7774904297,"package_name":"actions/checkout","ecosystem":"actions","requirements":"ac593985615ec2ede58e132d2e21d2b1cbd6127c","direct":true,"kind":"composite","optional":false},{"id":7774904301,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"5ccb29d8773c3f3f653e1705f474dfaa8a06a912","direct":true,"kind":"composite","optional":false},{"id":7774904302,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"12e36fc18b0689399306c2e0b3e0f2978b7f1ee7","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/check_github_actions.yaml","sha":null,"kind":"manifest","created_at":"2023-02-19T01:16:04.842Z","updated_at":"2023-02-19T01:16:04.842Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/check_github_actions.yaml","dependencies":[{"id":7774906764,"package_name":"actions/checkout","ecosystem":"actions","requirements":"ac593985615ec2ede58e132d2e21d2b1cbd6127c","direct":true,"kind":"composite","optional":false},{"id":7774906765,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"12e36fc18b0689399306c2e0b3e0f2978b7f1ee7","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/continuous-integration.yaml","sha":null,"kind":"manifest","created_at":"2023-02-19T01:16:04.919Z","updated_at":"2023-02-19T01:16:04.919Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/continuous-integration.yaml","dependencies":[{"id":7774907546,"package_name":"actions/checkout","ecosystem":"actions","requirements":"ac593985615ec2ede58e132d2e21d2b1cbd6127c","direct":true,"kind":"composite","optional":false},{"id":7774907547,"package_name":"aws-actions/configure-aws-credentials","ecosystem":"actions","requirements":"67fbcbb121271f7775d2e7715933280b06314838","direct":true,"kind":"composite","optional":false},{"id":7774907548,"package_name":"machulav/ec2-github-runner","ecosystem":"actions","requirements":"4e0303de215db88e1c489e07a15ca4d867f488ea","direct":true,"kind":"composite","optional":false},{"id":7774907549,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"5ccb29d8773c3f3f653e1705f474dfaa8a06a912","direct":true,"kind":"composite","optional":false},{"id":7774907550,"package_name":"gsactions/commit-message-checker","ecosystem":"actions","requirements":"16fa2d5de096ae0d35626443bcd24f1e756cafee","direct":true,"kind":"composite","optional":false},{"id":7774907551,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"0b7f8abb1508181956e8e162db84b466c27e18ce","direct":true,"kind":"composite","optional":false},{"id":7774907552,"package_name":"marocchino/sticky-pull-request-comment","ecosystem":"actions","requirements":"fcf6fe9e4a0409cd9316a5011435be0f3327f1e1","direct":true,"kind":"composite","optional":false},{"id":7774907553,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"12e36fc18b0689399306c2e0b3e0f2978b7f1ee7","direct":true,"kind":"composite","optional":false},{"id":7774907554,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"9bc31d5ccc31df68ecc42ccf4149144866c47d8a","direct":true,"kind":"composite","optional":false},{"id":7774907555,"package_name":"docker/setup-buildx-action","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7774907556,"package_name":"docker/login-action","ecosystem":"actions","requirements":"49ed152c8eca782a232dede0303416e8f356c37b","direct":true,"kind":"composite","optional":false},{"id":7774907557,"package_name":"docker/build-push-action","ecosystem":"actions","requirements":"c56af957549030174b10d6867f20e78cfd7debc5","direct":true,"kind":"composite","optional":false},{"id":7774907558,"package_name":"softprops/action-gh-release","ecosystem":"actions","requirements":"de2c0eb89ae2a093876385947365aca7b0e5f844","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/refresh-notebooks.yaml","sha":null,"kind":"manifest","created_at":"2023-02-19T01:16:05.073Z","updated_at":"2023-02-19T01:16:05.073Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/refresh-notebooks.yaml","dependencies":[{"id":7774908113,"package_name":"actions/checkout","ecosystem":"actions","requirements":"ac593985615ec2ede58e132d2e21d2b1cbd6127c","direct":true,"kind":"composite","optional":false},{"id":7774908114,"package_name":"aws-actions/configure-aws-credentials","ecosystem":"actions","requirements":"67fbcbb121271f7775d2e7715933280b06314838","direct":true,"kind":"composite","optional":false},{"id":7774908115,"package_name":"machulav/ec2-github-runner","ecosystem":"actions","requirements":"4e0303de215db88e1c489e07a15ca4d867f488ea","direct":true,"kind":"composite","optional":false},{"id":7774908116,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"5ccb29d8773c3f3f653e1705f474dfaa8a06a912","direct":true,"kind":"composite","optional":false},{"id":7774908117,"package_name":"peter-evans/create-pull-request","ecosystem":"actions","requirements":"2b011faafdcbc9ceb11414d64d0573f37c774b04","direct":true,"kind":"composite","optional":false},{"id":7774908118,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"12e36fc18b0689399306c2e0b3e0f2978b7f1ee7","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/refresh-one-notebook.yaml","sha":null,"kind":"manifest","created_at":"2023-02-19T01:16:05.244Z","updated_at":"2023-02-19T01:16:05.244Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/refresh-one-notebook.yaml","dependencies":[{"id":7774912128,"package_name":"actions/checkout","ecosystem":"actions","requirements":"ac593985615ec2ede58e132d2e21d2b1cbd6127c","direct":true,"kind":"composite","optional":false},{"id":7774912129,"package_name":"aws-actions/configure-aws-credentials","ecosystem":"actions","requirements":"67fbcbb121271f7775d2e7715933280b06314838","direct":true,"kind":"composite","optional":false},{"id":7774912130,"package_name":"machulav/ec2-github-runner","ecosystem":"actions","requirements":"4e0303de215db88e1c489e07a15ca4d867f488ea","direct":true,"kind":"composite","optional":false},{"id":7774912131,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"5ccb29d8773c3f3f653e1705f474dfaa8a06a912","direct":true,"kind":"composite","optional":false},{"id":7774912132,"package_name":"peter-evans/create-pull-request","ecosystem":"actions","requirements":"2b011faafdcbc9ceb11414d64d0573f37c774b04","direct":true,"kind":"composite","optional":false},{"id":7774912133,"package_name":"stefanzweifel/git-auto-commit-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":7774912134,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"12e36fc18b0689399306c2e0b3e0f2978b7f1ee7","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/single_benchmark.yaml","sha":null,"kind":"manifest","created_at":"2023-02-19T01:16:05.535Z","updated_at":"2023-02-19T01:16:05.535Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/single_benchmark.yaml","dependencies":[{"id":7774915288,"package_name":"aws-actions/configure-aws-credentials","ecosystem":"actions","requirements":"67fbcbb121271f7775d2e7715933280b06314838","direct":true,"kind":"composite","optional":false},{"id":7774915289,"package_name":"machulav/ec2-github-runner","ecosystem":"actions","requirements":"4e0303de215db88e1c489e07a15ca4d867f488ea","direct":true,"kind":"composite","optional":false},{"id":7774915290,"package_name":"actions/checkout","ecosystem":"actions","requirements":"ac593985615ec2ede58e132d2e21d2b1cbd6127c","direct":true,"kind":"composite","optional":false},{"id":7774915291,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"5ccb29d8773c3f3f653e1705f474dfaa8a06a912","direct":true,"kind":"composite","optional":false},{"id":7774915292,"package_name":"nick-fields/retry","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"docker/release_resources/release_requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-23T18:00:20.948Z","updated_at":"2022-08-23T18:00:20.948Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/docker/release_resources/release_requirements.txt","dependencies":[{"id":2419789865,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2419789866,"package_name":"opencv-python-headless","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2419789867,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"poetry.lock","sha":null,"kind":"lockfile","created_at":"2022-08-23T18:00:21.055Z","updated_at":"2022-08-23T18:00:21.055Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/poetry.lock","dependencies":[{"id":2419789927,"package_name":"alabaster","ecosystem":"pypi","requirements":"0.7.12","direct":false,"kind":"develop","optional":false},{"id":2419789928,"package_name":"appnope","ecosystem":"pypi","requirements":"0.1.3","direct":false,"kind":"develop","optional":false},{"id":2419789929,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"21.3.0","direct":false,"kind":"develop","optional":false},{"id":2419789930,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"21.2.0","direct":false,"kind":"develop","optional":false},{"id":2419789931,"package_name":"astroid","ecosystem":"pypi","requirements":"2.11.2","direct":false,"kind":"develop","optional":false},{"id":2419789932,"package_name":"asttokens","ecosystem":"pypi","requirements":"2.0.5","direct":false,"kind":"develop","optional":false},{"id":2419789933,"package_name":"atomicwrites","ecosystem":"pypi","requirements":"1.4.0","direct":false,"kind":"develop","optional":false},{"id":2419789934,"package_name":"attrs","ecosystem":"pypi","requirements":"21.4.0","direct":false,"kind":"develop","optional":false},{"id":2419789935,"package_name":"babel","ecosystem":"pypi","requirements":"2.9.1","direct":false,"kind":"develop","optional":false},{"id":2419789936,"package_name":"backcall","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"develop","optional":false},{"id":2419789937,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"4.10.0","direct":false,"kind":"develop","optional":false},{"id":2419789938,"package_name":"black","ecosystem":"pypi","requirements":"22.3.0","direct":false,"kind":"develop","optional":false},{"id":2419789939,"package_name":"bleach","ecosystem":"pypi","requirements":"5.0.0","direct":false,"kind":"develop","optional":false},{"id":2419789940,"package_name":"cachecontrol","ecosystem":"pypi","requirements":"0.12.11","direct":false,"kind":"develop","optional":false},{"id":2419789941,"package_name":"certifi","ecosystem":"pypi","requirements":"2021.10.8","direct":false,"kind":"develop","optional":false},{"id":2419789942,"package_name":"cffi","ecosystem":"pypi","requirements":"1.15.0","direct":false,"kind":"develop","optional":false},{"id":2419789943,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"2.0.12","direct":false,"kind":"develop","optional":false},{"id":2419789944,"package_name":"click","ecosystem":"pypi","requirements":"8.1.2","direct":false,"kind":"develop","optional":false},{"id":2419789945,"package_name":"click-log","ecosystem":"pypi","requirements":"0.4.0","direct":false,"kind":"develop","optional":false},{"id":2419789946,"package_name":"colorama","ecosystem":"pypi","requirements":"0.4.4","direct":false,"kind":"runtime","optional":false},{"id":2419789947,"package_name":"concrete-compiler","ecosystem":"pypi","requirements":"0.6.0","direct":false,"kind":"runtime","optional":false},{"id":2419789948,"package_name":"concrete-ml-extensions-hb","ecosystem":"pypi","requirements":"0.4.2.2","direct":false,"kind":"runtime","optional":false},{"id":2419789949,"package_name":"concrete-numpy","ecosystem":"pypi","requirements":"0.5.0","direct":false,"kind":"runtime","optional":false},{"id":2419789950,"package_name":"coverage","ecosystem":"pypi","requirements":"6.4.2","direct":false,"kind":"develop","optional":false},{"id":2419789951,"package_name":"cryptography","ecosystem":"pypi","requirements":"36.0.2","direct":false,"kind":"develop","optional":false},{"id":2419789952,"package_name":"cycler","ecosystem":"pypi","requirements":"0.11.0","direct":false,"kind":"runtime","optional":false},{"id":2419789953,"package_name":"cyclonedx-python-lib","ecosystem":"pypi","requirements":"2.1.1","direct":false,"kind":"develop","optional":false},{"id":2419789954,"package_name":"darglint","ecosystem":"pypi","requirements":"1.8.1","direct":false,"kind":"develop","optional":false},{"id":2419789955,"package_name":"debugpy","ecosystem":"pypi","requirements":"1.6.0","direct":false,"kind":"develop","optional":false},{"id":2419789956,"package_name":"decorator","ecosystem":"pypi","requirements":"5.1.1","direct":false,"kind":"develop","optional":false},{"id":2419789957,"package_name":"defusedxml","ecosystem":"pypi","requirements":"0.7.1","direct":false,"kind":"develop","optional":false},{"id":2419789958,"package_name":"dill","ecosystem":"pypi","requirements":"0.3.4","direct":false,"kind":"runtime","optional":false},{"id":2419789959,"package_name":"docutils","ecosystem":"pypi","requirements":"0.17.1","direct":false,"kind":"develop","optional":false},{"id":2419789960,"package_name":"dotty-dict","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"develop","optional":false},{"id":2419789961,"package_name":"entrypoints","ecosystem":"pypi","requirements":"0.4","direct":false,"kind":"develop","optional":false},{"id":2419789962,"package_name":"execnet","ecosystem":"pypi","requirements":"1.9.0","direct":false,"kind":"develop","optional":false},{"id":2419789963,"package_name":"executing","ecosystem":"pypi","requirements":"0.8.3","direct":false,"kind":"develop","optional":false},{"id":2419789964,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"2.15.3","direct":false,"kind":"develop","optional":false},{"id":2419789965,"package_name":"flake8","ecosystem":"pypi","requirements":"4.0.1","direct":false,"kind":"develop","optional":false},{"id":2419789966,"package_name":"flake8-bugbear","ecosystem":"pypi","requirements":"22.3.23","direct":false,"kind":"develop","optional":false},{"id":2419789967,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"2.0","direct":false,"kind":"runtime","optional":false},{"id":2419789968,"package_name":"fonttools","ecosystem":"pypi","requirements":"4.31.2","direct":false,"kind":"runtime","optional":false},{"id":2419789969,"package_name":"gitdb","ecosystem":"pypi","requirements":"4.0.9","direct":false,"kind":"develop","optional":false},{"id":2419789970,"package_name":"gitpython","ecosystem":"pypi","requirements":"3.1.27","direct":false,"kind":"develop","optional":false},{"id":2419789971,"package_name":"html5lib","ecosystem":"pypi","requirements":"1.1","direct":false,"kind":"develop","optional":false},{"id":2419789972,"package_name":"idna","ecosystem":"pypi","requirements":"3.3","direct":false,"kind":"develop","optional":false},{"id":2419789973,"package_name":"imagesize","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"develop","optional":false},{"id":2419789974,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"4.11.3","direct":false,"kind":"develop","optional":false},{"id":2419789975,"package_name":"importlib-resources","ecosystem":"pypi","requirements":"5.6.0","direct":false,"kind":"develop","optional":false},{"id":2419789976,"package_name":"iniconfig","ecosystem":"pypi","requirements":"1.1.1","direct":false,"kind":"develop","optional":false},{"id":2419789977,"package_name":"invoke","ecosystem":"pypi","requirements":"1.7.0","direct":false,"kind":"develop","optional":false},{"id":2419789978,"package_name":"ipykernel","ecosystem":"pypi","requirements":"6.12.1","direct":false,"kind":"develop","optional":false},{"id":2419789979,"package_name":"ipython","ecosystem":"pypi","requirements":"8.2.0","direct":false,"kind":"develop","optional":false},{"id":2419789980,"package_name":"ipython-genutils","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"develop","optional":false},{"id":2419789981,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"7.7.0","direct":false,"kind":"develop","optional":false},{"id":2419789982,"package_name":"isort","ecosystem":"pypi","requirements":"5.10.1","direct":false,"kind":"develop","optional":false},{"id":2419789983,"package_name":"jedi","ecosystem":"pypi","requirements":"0.18.1","direct":false,"kind":"develop","optional":false},{"id":2419789984,"package_name":"jeepney","ecosystem":"pypi","requirements":"0.8.0","direct":false,"kind":"develop","optional":false},{"id":2419789985,"package_name":"jinja2","ecosystem":"pypi","requirements":"3.0.3","direct":false,"kind":"develop","optional":false},{"id":2419789986,"package_name":"joblib","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"runtime","optional":false},{"id":2419789987,"package_name":"jsonschema","ecosystem":"pypi","requirements":"4.4.0","direct":false,"kind":"develop","optional":false},{"id":2419789988,"package_name":"jupyter","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"develop","optional":false},{"id":2419789989,"package_name":"jupyter-client","ecosystem":"pypi","requirements":"7.2.2","direct":false,"kind":"develop","optional":false},{"id":2419789990,"package_name":"jupyter-console","ecosystem":"pypi","requirements":"6.4.3","direct":false,"kind":"develop","optional":false},{"id":2419789991,"package_name":"jupyter-core","ecosystem":"pypi","requirements":"4.9.2","direct":false,"kind":"develop","optional":false},{"id":2419789992,"package_name":"jupyterlab-pygments","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"develop","optional":false},{"id":2419789993,"package_name":"jupyterlab-widgets","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"develop","optional":false},{"id":2419789994,"package_name":"keyring","ecosystem":"pypi","requirements":"23.5.0","direct":false,"kind":"develop","optional":false},{"id":2419789995,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"1.4.2","direct":false,"kind":"runtime","optional":false},{"id":2419789996,"package_name":"lazy-object-proxy","ecosystem":"pypi","requirements":"1.7.1","direct":false,"kind":"develop","optional":false},{"id":2419789997,"package_name":"lockfile","ecosystem":"pypi","requirements":"0.12.2","direct":false,"kind":"develop","optional":false},{"id":2419789998,"package_name":"loguru","ecosystem":"pypi","requirements":"0.5.3","direct":false,"kind":"runtime","optional":false},{"id":2419789999,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"develop","optional":false},{"id":2419790000,"package_name":"markupsafe","ecosystem":"pypi","requirements":"2.1.1","direct":false,"kind":"develop","optional":false},{"id":2419790001,"package_name":"matplotlib","ecosystem":"pypi","requirements":"3.5.1","direct":false,"kind":"runtime","optional":false},{"id":2419790002,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"0.1.3","direct":false,"kind":"develop","optional":false},{"id":2419790003,"package_name":"mccabe","ecosystem":"pypi","requirements":"0.6.1","direct":false,"kind":"develop","optional":false},{"id":2419790004,"package_name":"mdformat","ecosystem":"pypi","requirements":"0.7.14","direct":false,"kind":"develop","optional":false},{"id":2419790005,"package_name":"mdformat-frontmatter","ecosystem":"pypi","requirements":"0.4.1","direct":false,"kind":"develop","optional":false},{"id":2419790006,"package_name":"mdformat-myst","ecosystem":"pypi","requirements":"0.1.4","direct":false,"kind":"develop","optional":false},{"id":2419790007,"package_name":"mdformat-tables","ecosystem":"pypi","requirements":"0.4.1","direct":false,"kind":"develop","optional":false},{"id":2419790008,"package_name":"mdformat-toc","ecosystem":"pypi","requirements":"0.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790009,"package_name":"mdit-py-plugins","ecosystem":"pypi","requirements":"0.2.8","direct":false,"kind":"develop","optional":false},{"id":2419790010,"package_name":"mistune","ecosystem":"pypi","requirements":"0.8.4","direct":false,"kind":"develop","optional":false},{"id":2419790011,"package_name":"msgpack","ecosystem":"pypi","requirements":"1.0.3","direct":false,"kind":"develop","optional":false},{"id":2419790012,"package_name":"mypy","ecosystem":"pypi","requirements":"0.942","direct":false,"kind":"develop","optional":false},{"id":2419790013,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"0.4.3","direct":false,"kind":"develop","optional":false},{"id":2419790014,"package_name":"myst-parser","ecosystem":"pypi","requirements":"0.15.2","direct":false,"kind":"develop","optional":false},{"id":2419790015,"package_name":"nbclient","ecosystem":"pypi","requirements":"0.5.13","direct":false,"kind":"develop","optional":false},{"id":2419790016,"package_name":"nbconvert","ecosystem":"pypi","requirements":"6.4.5","direct":false,"kind":"develop","optional":false},{"id":2419790017,"package_name":"nbformat","ecosystem":"pypi","requirements":"5.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790018,"package_name":"nbmake","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790019,"package_name":"nbqa","ecosystem":"pypi","requirements":"1.3.1","direct":false,"kind":"develop","optional":false},{"id":2419790020,"package_name":"nbsphinx","ecosystem":"pypi","requirements":"0.8.7","direct":false,"kind":"develop","optional":false},{"id":2419790021,"package_name":"nest-asyncio","ecosystem":"pypi","requirements":"1.5.5","direct":false,"kind":"develop","optional":false},{"id":2419790022,"package_name":"networkx","ecosystem":"pypi","requirements":"2.7.1","direct":false,"kind":"runtime","optional":false},{"id":2419790023,"package_name":"notebook","ecosystem":"pypi","requirements":"6.4.10","direct":false,"kind":"develop","optional":false},{"id":2419790024,"package_name":"numpy","ecosystem":"pypi","requirements":"1.22.3","direct":false,"kind":"runtime","optional":false},{"id":2419790025,"package_name":"onnx","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"runtime","optional":false},{"id":2419790026,"package_name":"onnxconverter-common","ecosystem":"pypi","requirements":"1.9.0","direct":false,"kind":"runtime","optional":false},{"id":2419790027,"package_name":"onnxmltools","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"runtime","optional":false},{"id":2419790028,"package_name":"onnxruntime","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"runtime","optional":false},{"id":2419790029,"package_name":"packageurl-python","ecosystem":"pypi","requirements":"0.9.9","direct":false,"kind":"develop","optional":false},{"id":2419790030,"package_name":"packaging","ecosystem":"pypi","requirements":"21.3","direct":false,"kind":"runtime","optional":false},{"id":2419790031,"package_name":"pandas","ecosystem":"pypi","requirements":"1.4.2","direct":false,"kind":"develop","optional":false},{"id":2419790032,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"1.5.0","direct":false,"kind":"develop","optional":false},{"id":2419790033,"package_name":"parso","ecosystem":"pypi","requirements":"0.8.3","direct":false,"kind":"develop","optional":false},{"id":2419790034,"package_name":"pathspec","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":"develop","optional":false},{"id":2419790035,"package_name":"pexpect","ecosystem":"pypi","requirements":"4.8.0","direct":false,"kind":"develop","optional":false},{"id":2419790036,"package_name":"pickleshare","ecosystem":"pypi","requirements":"0.7.5","direct":false,"kind":"develop","optional":false},{"id":2419790037,"package_name":"pillow","ecosystem":"pypi","requirements":"9.1.0","direct":false,"kind":"runtime","optional":false},{"id":2419790038,"package_name":"pip-api","ecosystem":"pypi","requirements":"0.0.29","direct":false,"kind":"develop","optional":false},{"id":2419790039,"package_name":"pip-audit","ecosystem":"pypi","requirements":"2.1.1","direct":false,"kind":"develop","optional":false},{"id":2419790040,"package_name":"pkginfo","ecosystem":"pypi","requirements":"1.8.2","direct":false,"kind":"develop","optional":false},{"id":2419790041,"package_name":"platformdirs","ecosystem":"pypi","requirements":"2.5.1","direct":false,"kind":"develop","optional":false},{"id":2419790042,"package_name":"pluggy","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"develop","optional":false},{"id":2419790043,"package_name":"progress","ecosystem":"pypi","requirements":"1.6","direct":false,"kind":"develop","optional":false},{"id":2419790044,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"0.14.0","direct":false,"kind":"develop","optional":false},{"id":2419790045,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"3.0.29","direct":false,"kind":"develop","optional":false},{"id":2419790046,"package_name":"protobuf","ecosystem":"pypi","requirements":"3.19.4","direct":false,"kind":"runtime","optional":false},{"id":2419790047,"package_name":"psutil","ecosystem":"pypi","requirements":"5.9.0","direct":false,"kind":"runtime","optional":false},{"id":2419790048,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":"develop","optional":false},{"id":2419790049,"package_name":"pure-eval","ecosystem":"pypi","requirements":"0.2.2","direct":false,"kind":"develop","optional":false},{"id":2419790050,"package_name":"py","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"develop","optional":false},{"id":2419790051,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"8.0.0","direct":false,"kind":"develop","optional":false},{"id":2419790052,"package_name":"py-progress-tracker","ecosystem":"pypi","requirements":"0.4.6","direct":false,"kind":"develop","optional":false},{"id":2419790053,"package_name":"pycodestyle","ecosystem":"pypi","requirements":"2.8.0","direct":false,"kind":"develop","optional":false},{"id":2419790054,"package_name":"pycparser","ecosystem":"pypi","requirements":"2.21","direct":false,"kind":"develop","optional":false},{"id":2419790055,"package_name":"pydantic","ecosystem":"pypi","requirements":"1.9.0","direct":false,"kind":"develop","optional":false},{"id":2419790056,"package_name":"pydocstyle","ecosystem":"pypi","requirements":"6.1.1","direct":false,"kind":"develop","optional":false},{"id":2419790057,"package_name":"pyflakes","ecosystem":"pypi","requirements":"2.4.0","direct":false,"kind":"develop","optional":false},{"id":2419790058,"package_name":"pygments","ecosystem":"pypi","requirements":"2.11.2","direct":false,"kind":"develop","optional":false},{"id":2419790059,"package_name":"pygments-style-tomorrow","ecosystem":"pypi","requirements":"1.0.0.1","direct":false,"kind":"develop","optional":false},{"id":2419790060,"package_name":"pygraphviz","ecosystem":"pypi","requirements":"1.9","direct":false,"kind":"runtime","optional":false},{"id":2419790061,"package_name":"pylint","ecosystem":"pypi","requirements":"2.13.0","direct":false,"kind":"develop","optional":false},{"id":2419790062,"package_name":"pyparsing","ecosystem":"pypi","requirements":"3.0.7","direct":false,"kind":"runtime","optional":false},{"id":2419790063,"package_name":"pyrsistent","ecosystem":"pypi","requirements":"0.18.1","direct":false,"kind":"develop","optional":false},{"id":2419790064,"package_name":"pytest","ecosystem":"pypi","requirements":"7.1.1","direct":false,"kind":"develop","optional":false},{"id":2419790065,"package_name":"pytest-codeblocks","ecosystem":"pypi","requirements":"0.14.0","direct":false,"kind":"develop","optional":false},{"id":2419790066,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"3.0.0","direct":false,"kind":"develop","optional":false},{"id":2419790067,"package_name":"pytest-forked","ecosystem":"pypi","requirements":"1.4.0","direct":false,"kind":"develop","optional":false},{"id":2419790068,"package_name":"pytest-randomly","ecosystem":"pypi","requirements":"3.11.0","direct":false,"kind":"develop","optional":false},{"id":2419790069,"package_name":"pytest-repeat","ecosystem":"pypi","requirements":"0.9.1","direct":false,"kind":"develop","optional":false},{"id":2419790070,"package_name":"pytest-xdist","ecosystem":"pypi","requirements":"2.5.0","direct":false,"kind":"develop","optional":false},{"id":2419790071,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"2.8.2","direct":false,"kind":"runtime","optional":false},{"id":2419790072,"package_name":"python-gitlab","ecosystem":"pypi","requirements":"3.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790073,"package_name":"python-semantic-release","ecosystem":"pypi","requirements":"7.27.0","direct":false,"kind":"develop","optional":false},{"id":2419790074,"package_name":"pytz","ecosystem":"pypi","requirements":"2022.1","direct":false,"kind":"develop","optional":false},{"id":2419790075,"package_name":"pywin32","ecosystem":"pypi","requirements":"303","direct":false,"kind":"develop","optional":false},{"id":2419790076,"package_name":"pywin32-ctypes","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"develop","optional":false},{"id":2419790077,"package_name":"pywinpty","ecosystem":"pypi","requirements":"2.0.5","direct":false,"kind":"develop","optional":false},{"id":2419790078,"package_name":"pyyaml","ecosystem":"pypi","requirements":"6.0","direct":false,"kind":"runtime","optional":false},{"id":2419790079,"package_name":"pyzmq","ecosystem":"pypi","requirements":"22.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790080,"package_name":"qtconsole","ecosystem":"pypi","requirements":"5.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790081,"package_name":"qtpy","ecosystem":"pypi","requirements":"2.0.1","direct":false,"kind":"develop","optional":false},{"id":2419790082,"package_name":"readme-renderer","ecosystem":"pypi","requirements":"34.0","direct":false,"kind":"develop","optional":false},{"id":2419790083,"package_name":"requests","ecosystem":"pypi","requirements":"2.27.1","direct":false,"kind":"develop","optional":false},{"id":2419790084,"package_name":"requests-toolbelt","ecosystem":"pypi","requirements":"0.9.1","direct":false,"kind":"develop","optional":false},{"id":2419790085,"package_name":"resolvelib","ecosystem":"pypi","requirements":"0.8.1","direct":false,"kind":"develop","optional":false},{"id":2419790086,"package_name":"rfc3986","ecosystem":"pypi","requirements":"2.0.0","direct":false,"kind":"develop","optional":false},{"id":2419790087,"package_name":"ruamel.yaml","ecosystem":"pypi","requirements":"0.17.21","direct":false,"kind":"develop","optional":false},{"id":2419790088,"package_name":"ruamel.yaml.clib","ecosystem":"pypi","requirements":"0.2.6","direct":false,"kind":"develop","optional":false},{"id":2419790089,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"1.0.2","direct":false,"kind":"runtime","optional":false},{"id":2419790090,"package_name":"scipy","ecosystem":"pypi","requirements":"1.8.0","direct":false,"kind":"runtime","optional":false},{"id":2419790091,"package_name":"secretstorage","ecosystem":"pypi","requirements":"3.3.1","direct":false,"kind":"develop","optional":false},{"id":2419790092,"package_name":"semver","ecosystem":"pypi","requirements":"2.13.0","direct":false,"kind":"develop","optional":false},{"id":2419790093,"package_name":"send2trash","ecosystem":"pypi","requirements":"1.8.0","direct":false,"kind":"develop","optional":false},{"id":2419790094,"package_name":"setuptools-scm","ecosystem":"pypi","requirements":"6.4.2","direct":false,"kind":"runtime","optional":false},{"id":2419790095,"package_name":"six","ecosystem":"pypi","requirements":"1.16.0","direct":false,"kind":"runtime","optional":false},{"id":2419790096,"package_name":"skl2onnx","ecosystem":"pypi","requirements":"1.11.1","direct":false,"kind":"runtime","optional":false},{"id":2419790097,"package_name":"skorch","ecosystem":"pypi","requirements":"0.11.0","direct":false,"kind":"runtime","optional":false},{"id":2419790098,"package_name":"smmap","ecosystem":"pypi","requirements":"5.0.0","direct":false,"kind":"develop","optional":false},{"id":2419790099,"package_name":"snowballstemmer","ecosystem":"pypi","requirements":"2.2.0","direct":false,"kind":"develop","optional":false},{"id":2419790100,"package_name":"soupsieve","ecosystem":"pypi","requirements":"2.3.2","direct":false,"kind":"develop","optional":false},{"id":2419790101,"package_name":"sphinx","ecosystem":"pypi","requirements":"4.3.0","direct":false,"kind":"develop","optional":false},{"id":2419790102,"package_name":"sphinx-copybutton","ecosystem":"pypi","requirements":"0.4.0","direct":false,"kind":"develop","optional":false},{"id":2419790103,"package_name":"sphinx-zama-theme","ecosystem":"pypi","requirements":"3.0.3","direct":false,"kind":"develop","optional":false},{"id":2419790104,"package_name":"sphinxcontrib-applehelp","ecosystem":"pypi","requirements":"1.0.2","direct":false,"kind":"develop","optional":false},{"id":2419790105,"package_name":"sphinxcontrib-devhelp","ecosystem":"pypi","requirements":"1.0.2","direct":false,"kind":"develop","optional":false},{"id":2419790106,"package_name":"sphinxcontrib-htmlhelp","ecosystem":"pypi","requirements":"2.0.0","direct":false,"kind":"develop","optional":false},{"id":2419790107,"package_name":"sphinxcontrib-jsmath","ecosystem":"pypi","requirements":"1.0.1","direct":false,"kind":"develop","optional":false},{"id":2419790108,"package_name":"sphinxcontrib-qthelp","ecosystem":"pypi","requirements":"1.0.3","direct":false,"kind":"develop","optional":false},{"id":2419790109,"package_name":"sphinxcontrib-serializinghtml","ecosystem":"pypi","requirements":"1.1.5","direct":false,"kind":"develop","optional":false},{"id":2419790110,"package_name":"stack-data","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"develop","optional":false},{"id":2419790111,"package_name":"tabulate","ecosystem":"pypi","requirements":"0.8.9","direct":false,"kind":"runtime","optional":false},{"id":2419790112,"package_name":"termcolor","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"develop","optional":false},{"id":2419790113,"package_name":"terminado","ecosystem":"pypi","requirements":"0.13.3","direct":false,"kind":"develop","optional":false},{"id":2419790114,"package_name":"testpath","ecosystem":"pypi","requirements":"0.6.0","direct":false,"kind":"develop","optional":false},{"id":2419790115,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"3.1.0","direct":false,"kind":"runtime","optional":false},{"id":2419790116,"package_name":"tokenize-rt","ecosystem":"pypi","requirements":"4.2.1","direct":false,"kind":"develop","optional":false},{"id":2419790117,"package_name":"toml","ecosystem":"pypi","requirements":"0.10.2","direct":false,"kind":"develop","optional":false},{"id":2419790118,"package_name":"tomli","ecosystem":"pypi","requirements":"2.0.1","direct":false,"kind":"runtime","optional":false},{"id":2419790119,"package_name":"tomlkit","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":"develop","optional":false},{"id":2419790120,"package_name":"torch","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"runtime","optional":false},{"id":2419790121,"package_name":"tornado","ecosystem":"pypi","requirements":"6.1","direct":false,"kind":"develop","optional":false},{"id":2419790122,"package_name":"tqdm","ecosystem":"pypi","requirements":"4.64.0","direct":false,"kind":"runtime","optional":false},{"id":2419790123,"package_name":"traitlets","ecosystem":"pypi","requirements":"5.1.1","direct":false,"kind":"develop","optional":false},{"id":2419790124,"package_name":"twine","ecosystem":"pypi","requirements":"3.8.0","direct":false,"kind":"develop","optional":false},{"id":2419790125,"package_name":"types-setuptools","ecosystem":"pypi","requirements":"57.4.12","direct":false,"kind":"develop","optional":false},{"id":2419790126,"package_name":"types-toml","ecosystem":"pypi","requirements":"0.10.4","direct":false,"kind":"develop","optional":false},{"id":2419790127,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"4.1.1","direct":false,"kind":"runtime","optional":false},{"id":2419790128,"package_name":"urllib3","ecosystem":"pypi","requirements":"1.26.9","direct":false,"kind":"develop","optional":false},{"id":2419790129,"package_name":"wcwidth","ecosystem":"pypi","requirements":"0.2.5","direct":false,"kind":"develop","optional":false},{"id":2419790130,"package_name":"webencodings","ecosystem":"pypi","requirements":"0.5.1","direct":false,"kind":"develop","optional":false},{"id":2419790131,"package_name":"widgetsnbextension","ecosystem":"pypi","requirements":"3.6.0","direct":false,"kind":"develop","optional":false},{"id":2419790132,"package_name":"win32-setctime","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"runtime","optional":false},{"id":2419790133,"package_name":"wrapt","ecosystem":"pypi","requirements":"1.14.0","direct":false,"kind":"develop","optional":false},{"id":2419790134,"package_name":"xgboost","ecosystem":"pypi","requirements":"1.5.2","direct":false,"kind":"runtime","optional":false},{"id":2419790135,"package_name":"zipp","ecosystem":"pypi","requirements":"3.8.0","direct":false,"kind":"develop","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2022-08-23T18:00:21.209Z","updated_at":"2022-08-23T18:00:21.209Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/pyproject.toml","dependencies":[{"id":2419791992,"package_name":"python","ecosystem":"pypi","requirements":"\u003e=3.8,\u003c3.10","direct":true,"kind":"runtime","optional":false},{"id":2419791993,"package_name":"concrete-numpy","ecosystem":"pypi","requirements":"^0.5.0","direct":true,"kind":"runtime","optional":false},{"id":2419791994,"package_name":"numpy","ecosystem":"pypi","requirements":"^1.22.3","direct":true,"kind":"runtime","optional":false},{"id":2419791995,"package_name":"setuptools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":2419791996,"package_name":"onnx","ecosystem":"pypi","requirements":"1.11.0","direct":true,"kind":"runtime","optional":false},{"id":2419791997,"package_name":"scipy","ecosystem":"pypi","requirements":"^1.8.0","direct":true,"kind":"runtime","optional":false},{"id":2419791998,"package_name":"xgboost","ecosystem":"pypi","requirements":"^1.5.2","direct":true,"kind":"runtime","optional":false},{"id":2419791999,"package_name":"skorch","ecosystem":"pypi","requirements":"^0.11.0","direct":true,"kind":"runtime","optional":false},{"id":2419792000,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"^1.0.2","direct":true,"kind":"runtime","optional":false},{"id":2419792001,"package_name":"torch","ecosystem":"pypi","requirements":"^1.11.0","direct":true,"kind":"runtime","optional":false},{"id":2419792002,"package_name":"concrete-ml-extensions-hb","ecosystem":"pypi","requirements":"^0.4.2","direct":true,"kind":"runtime","optional":false},{"id":2419792003,"package_name":"protobuf","ecosystem":"pypi","requirements":"3.19.4","direct":true,"kind":"runtime","optional":false},{"id":2419792004,"package_name":"isort","ecosystem":"pypi","requirements":"^5.10.1","direct":true,"kind":"develop","optional":false},{"id":2419792005,"package_name":"black","ecosystem":"pypi","requirements":"^22.1.0","direct":true,"kind":"develop","optional":false},{"id":2419792006,"package_name":"pylint","ecosystem":"pypi","requirements":"2.13.0","direct":true,"kind":"develop","optional":false},{"id":2419792007,"package_name":"pytest","ecosystem":"pypi","requirements":"^7.1.1","direct":true,"kind":"develop","optional":false},{"id":2419792008,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"^3.0.0","direct":true,"kind":"develop","optional":false},{"id":2419792009,"package_name":"pytest_codeblocks","ecosystem":"pypi","requirements":"^0.14.0","direct":true,"kind":"develop","optional":false},{"id":2419792010,"package_name":"mypy","ecosystem":"pypi","requirements":"0.942","direct":true,"kind":"develop","optional":false},{"id":2419792011,"package_name":"pydocstyle","ecosystem":"pypi","requirements":"^6.1.1","direct":true,"kind":"develop","optional":false},{"id":2419792012,"package_name":"flake8","ecosystem":"pypi","requirements":"^4.0.1","direct":true,"kind":"develop","optional":false},{"id":2419792013,"package_name":"flake8-bugbear","ecosystem":"pypi","requirements":"^22.3.23","direct":true,"kind":"develop","optional":false},{"id":2419792014,"package_name":"python-semantic-release","ecosystem":"pypi","requirements":"7.27.0","direct":true,"kind":"develop","optional":false},{"id":2419792015,"package_name":"semver","ecosystem":"pypi","requirements":"^2.13.0","direct":true,"kind":"develop","optional":false},{"id":2419792016,"package_name":"tomlkit","ecosystem":"pypi","requirements":"^0.7.0","direct":true,"kind":"develop","optional":false},{"id":2419792017,"package_name":"pytest-xdist","ecosystem":"pypi","requirements":"^2.5.0","direct":true,"kind":"develop","optional":false},{"id":2419792018,"package_name":"pytest-randomly","ecosystem":"pypi","requirements":"^3.11.0","direct":true,"kind":"develop","optional":false},{"id":2419792019,"package_name":"nbmake","ecosystem":"pypi","requirements":"^1.3.0","direct":true,"kind":"develop","optional":false},{"id":2419792020,"package_name":"sphinx-zama-theme","ecosystem":"pypi","requirements":"^3.0.2","direct":true,"kind":"develop","optional":false},{"id":2419792021,"package_name":"nbsphinx","ecosystem":"pypi","requirements":"0.8.7","direct":true,"kind":"develop","optional":false},{"id":2419792022,"package_name":"pygments-style-tomorrow","ecosystem":"pypi","requirements":"^1.0.0","direct":true,"kind":"develop","optional":false},{"id":2419792023,"package_name":"pytest-repeat","ecosystem":"pypi","requirements":"^0.9.1","direct":true,"kind":"develop","optional":false},{"id":2419792024,"package_name":"mdformat","ecosystem":"pypi","requirements":"^0.7.14","direct":true,"kind":"develop","optional":false},{"id":2419792025,"package_name":"mdformat_myst","ecosystem":"pypi","requirements":"^0.1.4","direct":true,"kind":"develop","optional":false},{"id":2419792026,"package_name":"mdformat-toc","ecosystem":"pypi","requirements":"^0.3.0","direct":true,"kind":"develop","optional":false},{"id":2419792027,"package_name":"pip-audit","ecosystem":"pypi","requirements":"^2.1.0","direct":true,"kind":"develop","optional":false},{"id":2419792028,"package_name":"jupyter","ecosystem":"pypi","requirements":"^1.0.0","direct":true,"kind":"develop","optional":false},{"id":2419792029,"package_name":"py-progress-tracker","ecosystem":"pypi","requirements":"^0.4.6","direct":true,"kind":"develop","optional":false},{"id":2419792030,"package_name":"nbqa","ecosystem":"pypi","requirements":"^1.3.1","direct":true,"kind":"develop","optional":false},{"id":2419792031,"package_name":"darglint","ecosystem":"pypi","requirements":"^1.8.1","direct":true,"kind":"develop","optional":false},{"id":2419792032,"package_name":"keyring","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":2419792033,"package_name":"pandas","ecosystem":"pypi","requirements":"^1.4.1","direct":true,"kind":"develop","optional":false},{"id":2419792034,"package_name":"jinja2","ecosystem":"pypi","requirements":"\u003c3.1","direct":true,"kind":"develop","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/cifar/cifar_brevitas_training/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:50.526Z","updated_at":"2023-10-20T14:36:50.526Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/cifar/cifar_brevitas_training/requirements.txt","dependencies":[{"id":14263680732,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680777,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680778,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/cifar/cifar_brevitas_with_model_splitting/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:52.238Z","updated_at":"2023-10-20T14:36:52.238Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/cifar/cifar_brevitas_with_model_splitting/requirements.txt","dependencies":[{"id":14263680889,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680890,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680891,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680892,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/credit_scoring/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:53.146Z","updated_at":"2023-10-20T14:36:53.146Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/credit_scoring/requirements.txt","dependencies":[{"id":14263680986,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680987,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263680988,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/deployment/breast_cancer_builtin/client_requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:53.417Z","updated_at":"2023-10-20T14:36:53.417Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/deployment/breast_cancer_builtin/client_requirements.txt","dependencies":[{"id":14263681050,"package_name":"grequests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681118,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681119,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/deployment/cifar_8_bit/client_requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:54.660Z","updated_at":"2023-10-20T14:36:54.660Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/deployment/cifar_8_bit/client_requirements.txt","dependencies":[{"id":14263681126,"package_name":"grequests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681127,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681128,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/deployment/cifar_8_bit/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:54.684Z","updated_at":"2023-10-20T14:36:54.684Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/deployment/cifar_8_bit/requirements.txt","dependencies":[{"id":14263681134,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/deployment/sentiment_analysis/client_requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:54.925Z","updated_at":"2023-10-20T14:36:54.925Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/deployment/sentiment_analysis/client_requirements.txt","dependencies":[{"id":14263681144,"package_name":"grequests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681145,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681146,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681147,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/deployment/sentiment_analysis/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:54.949Z","updated_at":"2023-10-20T14:36:54.949Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/deployment/sentiment_analysis/requirements.txt","dependencies":[{"id":14263681148,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681149,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681150,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681151,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/deployment/sentiment_analysis/train_requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:54.988Z","updated_at":"2023-10-20T14:36:54.988Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/deployment/sentiment_analysis/train_requirements.txt","dependencies":[{"id":14263681152,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/disease_prediction/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:55.026Z","updated_at":"2023-10-20T14:36:55.026Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/disease_prediction/requirements.txt","dependencies":[{"id":14263681153,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681154,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681155,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/federated_learning/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:55.049Z","updated_at":"2023-10-20T14:36:55.049Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/federated_learning/requirements.txt","dependencies":[{"id":14263681156,"package_name":"flwr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681243,"package_name":"openml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681378,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/hybrid_model/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:56.940Z","updated_at":"2023-10-20T14:36:56.940Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/hybrid_model/requirements.txt","dependencies":[{"id":14263681379,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.14.4","direct":true,"kind":"runtime","optional":false},{"id":14263681380,"package_name":"apache_beam","ecosystem":"pypi","requirements":"==2.49.0","direct":true,"kind":"runtime","optional":false},{"id":14263681436,"package_name":"mwparserfromhell","ecosystem":"pypi","requirements":"==0.6.4","direct":true,"kind":"runtime","optional":false},{"id":14263681554,"package_name":"loguru","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/llm/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:58.619Z","updated_at":"2023-10-20T14:36:58.619Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/llm/requirements.txt","dependencies":[{"id":14263681555,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14263681556,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.30.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/sentiment_analysis_with_transformer/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:58.628Z","updated_at":"2023-10-20T14:36:58.628Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/sentiment_analysis_with_transformer/requirements.txt","dependencies":[{"id":14263681557,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681558,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681559,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681560,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/titanic/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-20T14:36:58.638Z","updated_at":"2023-10-20T14:36:58.638Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/titanic/requirements.txt","dependencies":[{"id":14263681561,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681562,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14263681563,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/check_github_issues.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.235Z","updated_at":"2023-09-26T15:11:02.235Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/check_github_issues.yaml","dependencies":[{"id":13952219110,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219111,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/ci_timing.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.304Z","updated_at":"2023-09-26T15:11:02.304Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/ci_timing.yaml","dependencies":[{"id":13952219339,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219340,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"61a6322f88396a6271a6ee3565807d608ecaddd1","direct":true,"kind":"composite","optional":false},{"id":13952219341,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"0b7f8abb1508181956e8e162db84b466c27e18ce","direct":true,"kind":"composite","optional":false},{"id":13952219342,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cifar_benchmark.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.364Z","updated_at":"2023-09-26T15:11:02.364Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/cifar_benchmark.yaml","dependencies":[{"id":13952219351,"package_name":"aws-actions/configure-aws-credentials","ecosystem":"actions","requirements":"8c3f20df09ac63af7b3ae3d7c91f105f857d8497","direct":true,"kind":"composite","optional":false},{"id":13952219352,"package_name":"machulav/ec2-github-runner","ecosystem":"actions","requirements":"4e0303de215db88e1c489e07a15ca4d867f488ea","direct":true,"kind":"composite","optional":false},{"id":13952219353,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219354,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"61a6322f88396a6271a6ee3565807d608ecaddd1","direct":true,"kind":"composite","optional":false},{"id":13952219355,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13952219356,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/prepare_release.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.413Z","updated_at":"2023-09-26T15:11:02.413Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/prepare_release.yaml","dependencies":[{"id":13952219462,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219463,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"61a6322f88396a6271a6ee3565807d608ecaddd1","direct":true,"kind":"composite","optional":false},{"id":13952219464,"package_name":"peter-evans/create-pull-request","ecosystem":"actions","requirements":"284f54f989303d2699d373481a0cfa13ad5a6666","direct":true,"kind":"composite","optional":false},{"id":13952219465,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish_aws_ami.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.540Z","updated_at":"2023-09-26T15:11:02.540Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/publish_aws_ami.yaml","dependencies":[{"id":13952219468,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219469,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/release.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.670Z","updated_at":"2023-09-26T15:11:02.670Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/release.yaml","dependencies":[{"id":13952219542,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219543,"package_name":"aws-actions/configure-aws-credentials","ecosystem":"actions","requirements":"8c3f20df09ac63af7b3ae3d7c91f105f857d8497","direct":true,"kind":"composite","optional":false},{"id":13952219544,"package_name":"machulav/ec2-github-runner","ecosystem":"actions","requirements":"4e0303de215db88e1c489e07a15ca4d867f488ea","direct":true,"kind":"composite","optional":false},{"id":13952219545,"package_name":"crazy-max/ghaction-import-gpg","ecosystem":"actions","requirements":"v6.0.0","direct":true,"kind":"composite","optional":false},{"id":13952219546,"package_name":"ad-m/github-push-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false},{"id":13952219547,"package_name":"docker/setup-buildx-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13952219548,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"9bc31d5ccc31df68ecc42ccf4149144866c47d8a","direct":true,"kind":"composite","optional":false},{"id":13952219549,"package_name":"docker/login-action","ecosystem":"actions","requirements":"343f7c4344506bcbf9b4de18042ae17996df046d","direct":true,"kind":"composite","optional":false},{"id":13952219550,"package_name":"docker/build-push-action","ecosystem":"actions","requirements":"0565240e2d4ab88bba5387d719585280857ece09","direct":true,"kind":"composite","optional":false},{"id":13952219551,"package_name":"softprops/action-gh-release","ecosystem":"actions","requirements":"de2c0eb89ae2a093876385947365aca7b0e5f844","direct":true,"kind":"composite","optional":false},{"id":13952219552,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/sync_on_push.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.810Z","updated_at":"2023-09-26T15:11:02.810Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/sync_on_push.yaml","dependencies":[{"id":13952219569,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219570,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"0b7f8abb1508181956e8e162db84b466c27e18ce","direct":true,"kind":"composite","optional":false},{"id":13952219571,"package_name":"wei/git-sync","ecosystem":"actions","requirements":"55c6b63b4f21607da0e9877ca9b4d11a29fc6d83","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/update_licenses.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.911Z","updated_at":"2023-09-26T15:11:02.911Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/update_licenses.yaml","dependencies":[{"id":13952219572,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219573,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"61a6322f88396a6271a6ee3565807d608ecaddd1","direct":true,"kind":"composite","optional":false},{"id":13952219574,"package_name":"peter-evans/create-pull-request","ecosystem":"actions","requirements":"284f54f989303d2699d373481a0cfa13ad5a6666","direct":true,"kind":"composite","optional":false},{"id":13952219575,"package_name":"stefanzweifel/git-auto-commit-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/weekly-pip-audit.yaml","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:02.963Z","updated_at":"2023-09-26T15:11:02.963Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/.github/workflows/weekly-pip-audit.yaml","dependencies":[{"id":13952219584,"package_name":"actions/checkout","ecosystem":"actions","requirements":"3df4ab11eba7bda6032a0b82a6bb43b11571feac","direct":true,"kind":"composite","optional":false},{"id":13952219588,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"61a6322f88396a6271a6ee3565807d608ecaddd1","direct":true,"kind":"composite","optional":false},{"id":13952219589,"package_name":"rtCamp/action-slack-notify","ecosystem":"actions","requirements":"b24d75fe0e728a4bf9fc42ee217caa686d141ee8","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"src/concrete/ml/deployment/server_requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:03.345Z","updated_at":"2023-09-26T15:11:03.345Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/src/concrete/ml/deployment/server_requirements.txt","dependencies":[{"id":13952220461,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13952220464,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13952220466,"package_name":"python-multipart","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"use_case_examples/cifar/cifar_brevitas_finetuning/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-26T15:11:03.617Z","updated_at":"2023-09-26T15:11:03.617Z","repository_link":"https://github.com/zama-ai/concrete-ml/blob/main/use_case_examples/cifar/cifar_brevitas_finetuning/requirements.txt","dependencies":[{"id":13952220554,"package_name":"concrete-ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13952225749,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13952225750,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":17.993345723185357,"created_at":"2025-09-08T20:55:13.573Z","updated_at":"2025-10-07T08:28:00.915Z","avatar_url":"https://github.com/zama-ai.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":2007,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["sequences","projection","interactive","serializer","measurement","cycles","packaging","deep-neural-networks","charts","network-simulation"],"project_url":"https://science.ecosyste.ms/api/v1/projects/78315","html_url":"https://science.ecosyste.ms/projects/78315"}