{"id":19267026,"url":"https://github.com/mljs/regression-robust-polynomial","last_synced_at":"2025-08-20T19:28:01.024Z","repository":{"id":45890011,"uuid":"95018639","full_name":"mljs/regression-robust-polynomial","owner":"mljs","description":"Robust polynomial regression using LMedS","archived":false,"fork":false,"pushed_at":"2024-10-17T08:01:08.000Z","size":1299,"stargazers_count":4,"open_issues_count":0,"forks_count":2,"subscribers_count":12,"default_branch":"main","last_synced_at":"2025-04-18T06:10:58.002Z","etag":null,"topics":["hacktoberfest"],"latest_commit_sha":null,"homepage":"https://mljs.github.io/regression-robust-polynomial/","language":"TypeScript","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/mljs.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-06-21T15:27:05.000Z","updated_at":"2024-10-17T08:00:21.000Z","dependencies_parsed_at":"2022-09-26T21:40:15.290Z","dependency_job_id":null,"html_url":"https://github.com/mljs/regression-robust-polynomial","commit_stats":null,"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mljs%2Fregression-robust-polynomial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mljs%2Fregression-robust-polynomial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mljs%2Fregression-robust-polynomial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mljs%2Fregression-robust-polynomial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mljs","download_url":"https://codeload.github.com/mljs/regression-robust-polynomial/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250120079,"owners_count":21378135,"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":["hacktoberfest"],"created_at":"2024-11-09T20:09:31.290Z","updated_at":"2025-04-21T19:32:31.705Z","avatar_url":"https://github.com/mljs.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# regression-robust-polynomial\n\n[![NPM version][npm-image]][npm-url]\n[![build status][travis-image]][travis-url]\n[![Test coverage][codecov-image]][codecov-url]\n[![npm download][download-image]][download-url]\n\nRobust polynomial regression using LMedS.\n\nThis code is based on the implementation of [this paper](https://doi.org/10.1007/BF00127126).\n\n## Installation\n\n`$ npm i ml-regression-robust-polynomial`\n\n## Usage\n\n```js\nimport { RobustPolynomialRegression } from 'ml-regression-robust-polynomial';\n\nvar size = 30;\nvar x = new Array(size);\nvar y = new Array(size);\nfor (var i = 0; i \u003c size; i++) {\n  x[i] = i;\n  y[i] = 2 * i * i + 4 * i + 5;\n}\ny[4] = y[4] * 100;\ny[10] = y[10] * -100;\n\nvar regression = new RobustPolynomialRegression(x, y, 3);\n\nregression.predict(3) === 35;\n```\n\n## [API Documentation](https://mljs.github.io/regression-robust-polynomial/)\n\n## License\n\n[MIT](./LICENSE)\n\n[npm-image]: https://img.shields.io/npm/v/ml-regression-robust-polynomial.svg?style=flat-square\n[npm-url]: https://npmjs.org/package/ml-regression-robust-polynomial\n[travis-image]: https://img.shields.io/travis/mljs/regression-robust-polynomial/master.svg?style=flat-square\n[travis-url]: https://travis-ci.org/mljs/regression-robust-polynomial\n[codecov-image]: https://img.shields.io/codecov/c/github/mljs/regression-robust-polynomial.svg?style=flat-square\n[codecov-url]: https://codecov.io/gh/mljs/regression-robust-polynomial\n[download-image]: https://img.shields.io/npm/dm/ml-regression-robust-polynomial.svg?style=flat-square\n[download-url]: https://npmjs.org/package/ml-regression-robust-polynomial\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmljs%2Fregression-robust-polynomial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmljs%2Fregression-robust-polynomial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmljs%2Fregression-robust-polynomial/lists"}