{"id":18775329,"url":"https://github.com/arhik/booleanad","last_synced_at":"2025-12-14T21:30:13.381Z","repository":{"id":74268203,"uuid":"312120233","full_name":"arhik/BooleanAD","owner":"arhik","description":"Automatic Differentiation rules for Boolean Types and functions.","archived":false,"fork":false,"pushed_at":"2020-12-10T11:47:01.000Z","size":22,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-14T09:17:00.542Z","etag":null,"topics":["automatic-differentiation","boolean-logic","flux","julia-language","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/arhik.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-11-11T23:58:23.000Z","updated_at":"2020-12-10T11:47:03.000Z","dependencies_parsed_at":"2023-07-12T04:45:52.333Z","dependency_job_id":null,"html_url":"https://github.com/arhik/BooleanAD","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arhik%2FBooleanAD","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arhik%2FBooleanAD/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arhik%2FBooleanAD/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arhik%2FBooleanAD/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arhik","download_url":"https://codeload.github.com/arhik/BooleanAD/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239682403,"owners_count":19679763,"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","boolean-logic","flux","julia-language","machine-learning"],"created_at":"2024-11-07T19:41:13.369Z","updated_at":"2025-12-14T21:30:11.292Z","avatar_url":"https://github.com/arhik.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n\u003cimg width=\"400px\" src=\"https://repository-images.githubusercontent.com/312120233/56b03680-3b0b-11eb-8832-bde2a3bd75b6\"/\u003e\n\u003c/p\u003e\n\n\n- Defined Automatic Differentiation rules for Boolean types.\n- Meant to be used with Flux.jl\n\nThis repo makes a point that adjoints can be defined for Boolean Type.\nThese ruleset will help learning F$\\_2$ boolean functions with help of oracle.\n\nWarning: Extremely experimental and needs verification from experts.\n\nExample potential application:\n- HTM networks.\n- Mask learning.\n- Wide networks with top-k.\n- Graph learning.\n- Boolean Function learning.\n- Electronic component wiring.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farhik%2Fbooleanad","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farhik%2Fbooleanad","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farhik%2Fbooleanad/lists"}