{"id":50235615,"url":"https://github.com/tnmyk/soft-computing-solver","last_synced_at":"2026-05-26T19:04:20.923Z","repository":{"id":37238763,"uuid":"458519440","full_name":"tnmyk/soft-computing-solver","owner":"tnmyk","description":"Soft Computing step-by-step solver","archived":false,"fork":false,"pushed_at":"2023-01-01T22:12:54.000Z","size":185,"stargazers_count":2,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-03-04T14:13:16.997Z","etag":null,"topics":["soft-computing","styled-components","typescript"],"latest_commit_sha":null,"homepage":"https://soft-computing-solver.vercel.app","language":"TypeScript","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/tnmyk.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}},"created_at":"2022-02-12T12:45:46.000Z","updated_at":"2022-12-05T12:18:47.000Z","dependencies_parsed_at":"2023-02-01T01:16:04.464Z","dependency_job_id":null,"html_url":"https://github.com/tnmyk/soft-computing-solver","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/tnmyk/soft-computing-solver","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnmyk%2Fsoft-computing-solver","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnmyk%2Fsoft-computing-solver/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnmyk%2Fsoft-computing-solver/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnmyk%2Fsoft-computing-solver/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tnmyk","download_url":"https://codeload.github.com/tnmyk/soft-computing-solver/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnmyk%2Fsoft-computing-solver/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33534594,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"ssl_error","status_checked_at":"2026-05-26T15:22:15.568Z","response_time":63,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["soft-computing","styled-components","typescript"],"created_at":"2026-05-26T19:04:19.311Z","updated_at":"2026-05-26T19:04:20.897Z","avatar_url":"https://github.com/tnmyk.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Soft Computing Step-by-step solver\n\nOriginally built for my online exams.\n\n## Algorithms\n\n- Implement table using Perceptron\n- Classify 2D input-pattern using Perceptron\n- Full CPN\n- Forward CPN\n- Construct ART 1 network for clustering input vectors\n\nContribute to add more.\n\n## Example Solutions\n#### 1. Implement Table Using Perceptron\n![perceptron table](https://user-images.githubusercontent.com/73903781/205184181-207b314e-7550-4811-bf00-c38afe77931d.png)\n\n#### 2. Classify 2D input-pattern using Perceptron\n![classify perceptron](https://user-images.githubusercontent.com/73903781/205184317-2957c71c-d490-45a9-9258-0f9ab57218df.png)\n\n#### 3. Full CPN solve\n![full cpn](https://user-images.githubusercontent.com/73903781/205184353-89bd39a2-f61f-45b2-bcd4-fbe34d4a3c50.png)\n\n#### 4. Forward CPN Solver\n![forward cpn](https://user-images.githubusercontent.com/73903781/205184416-6566ed53-faf6-45a4-adea-83135f642fa0.png)\n\n#### 5. Construct art 1 network for clustering input vectors\n![art 1](https://user-images.githubusercontent.com/73903781/205184446-45bf0275-d0d6-485f-bcfc-e86f617e0a9e.png)\n\n\n## Contributing\n\nContributions are always welcome!\nCheck out [open-issues](https://github.com/tnmyk/soft-computing-solver/issues).\n\nInstallation:\n```\nyarn install\n# or\nnpm install\n```\nRun the development server:\n```\nyarn dev\n# or\nnpm run dev\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftnmyk%2Fsoft-computing-solver","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftnmyk%2Fsoft-computing-solver","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftnmyk%2Fsoft-computing-solver/lists"}