{"id":16733248,"url":"https://github.com/msakai/nonlinear-optimization-ad","last_synced_at":"2025-03-17T01:31:45.563Z","repository":{"id":12237166,"uuid":"14848739","full_name":"msakai/nonlinear-optimization-ad","owner":"msakai","description":"Several Haskell packages for numerical optimizations.","archived":false,"fork":false,"pushed_at":"2024-05-22T15:12:42.000Z","size":231,"stargazers_count":8,"open_issues_count":2,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-22T16:11:58.707Z","etag":null,"topics":["automatic-differentiation","numerical-optimization"],"latest_commit_sha":null,"homepage":"","language":"Haskell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/msakai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2013-12-02T00:01:14.000Z","updated_at":"2024-06-23T16:38:42.128Z","dependencies_parsed_at":"2022-09-22T14:24:37.612Z","dependency_job_id":"b9adfc7e-9070-4f27-b475-8a8a99a995ab","html_url":"https://github.com/msakai/nonlinear-optimization-ad","commit_stats":{"total_commits":207,"total_committers":1,"mean_commits":207.0,"dds":0.0,"last_synced_commit":"fbefdcfb7d934bc79307762168ba3843fbf49af0"},"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/msakai%2Fnonlinear-optimization-ad","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/msakai%2Fnonlinear-optimization-ad/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/msakai%2Fnonlinear-optimization-ad/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/msakai%2Fnonlinear-optimization-ad/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/msakai","download_url":"https://codeload.github.com/msakai/nonlinear-optimization-ad/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243836015,"owners_count":20355615,"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"}},"keywords":["automatic-differentiation","numerical-optimization"],"created_at":"2024-10-12T23:49:13.030Z","updated_at":"2025-03-17T01:31:44.961Z","avatar_url":"https://github.com/msakai.png","language":"Haskell","readme":"# nonlinear-optimization-ad\n\n[![build](https://github.com/msakai/nonlinear-optimization-ad/actions/workflows/build.yaml/badge.svg)](https://github.com/msakai/nonlinear-optimization-ad/actions/workflows/build.yaml)\n\nThis repository contains several Haskell packages for numerical optimizations.\n\n## `nonlinear-optimization` family\n\nPackages for using [nonlinear-optimization](https://hackage.haskell.org/package/nonlinear-optimization)\nwith automatic differentiation.\n\n* [nonlinear-optimization-ad](nonlinear-optimization-ad/) for using with [ad](https://hackage.haskell.org/package/ad) package\n* [nonlinear-optimization-backprop](nonlinear-optimization-backprop/) for using with [backprop](https://hackage.haskell.org/package/backprop) package\n\n## `numeric-optimization` family\n\nPackages for using various optimization algorithms (not limited to *CG Descent* provided by  `nonlinear-optimization`).\nThese packages are intended to be successors to the above `nonlinear-optimization` family.\n\n* [numeric-optimization](numeric-optimization/) - Unified interface to various numerical optimization algorithms.\n* [numeric-optimization-ad](numeric-optimization-ad/) for using `numeric-optimization` with [ad](https://hackage.haskell.org/package/ad) package\n* [numeric-optimization-ad-delcont](numeric-optimization-ad-delcont/) for using `numeric-optimization` with [ad-delcont](https://hackage.haskell.org/package/ad-delcont) package\n* [numeric-optimization-backprop](numeric-optimization-backprop/) for using `numeric-optimization` with [backprop](https://hackage.haskell.org/package/backprop) package\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmsakai%2Fnonlinear-optimization-ad","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmsakai%2Fnonlinear-optimization-ad","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmsakai%2Fnonlinear-optimization-ad/lists"}