{"id":20631835,"url":"https://github.com/andrelmlins/rbf-dda","last_synced_at":"2025-07-04T03:06:26.646Z","repository":{"id":97421115,"uuid":"241227935","full_name":"andrelmlins/rbf-dda","owner":"andrelmlins","description":"Radial Basis Function (RBF) with Dynamic Decay Adjustment (DDA) algorithm","archived":false,"fork":false,"pushed_at":"2020-06-05T22:51:28.000Z","size":10,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-15T13:06:45.228Z","etag":null,"topics":["algorithm","classification-algorithm","dda","neural-network","rbf"],"latest_commit_sha":null,"homepage":null,"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/andrelmlins.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":"2020-02-17T23:15:58.000Z","updated_at":"2024-02-28T02:07:31.000Z","dependencies_parsed_at":"2023-03-22T04:03:12.486Z","dependency_job_id":null,"html_url":"https://github.com/andrelmlins/rbf-dda","commit_stats":{"total_commits":12,"total_committers":1,"mean_commits":12.0,"dds":0.0,"last_synced_commit":"43a0378e084f5a6453a8a304155c6d11c7619da8"},"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/andrelmlins/rbf-dda","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrelmlins%2Frbf-dda","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrelmlins%2Frbf-dda/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrelmlins%2Frbf-dda/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrelmlins%2Frbf-dda/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/andrelmlins","download_url":"https://codeload.github.com/andrelmlins/rbf-dda/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrelmlins%2Frbf-dda/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262081079,"owners_count":23255658,"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":["algorithm","classification-algorithm","dda","neural-network","rbf"],"created_at":"2024-11-16T14:13:39.637Z","updated_at":"2025-07-04T03:06:26.618Z","avatar_url":"https://github.com/andrelmlins.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RBF DDA\n\nRadial Basis Function (RBF) with Dynamic Decay Adjustment (DDA) algorithm.\n\n[![npm version](https://badge.fury.io/js/rbf-dda.svg)](https://www.npmjs.com/package/rbf-dda) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/andrelmlins/rbf-dda/blob/master/LICENSE) [![Build Status](https://travis-ci.com/andrelmlins/rbf-dda.svg?branch=master)](https://travis-ci.com/andrelmlins/rbf-dda)\n\n## Install\n\n```\nnpm install rbf-dda\n```\n\nor\n\n```\nyarn add rbf-dda\n```\n\n## Usage\n\n```js\nconst RBFDDA = require(\"rbf-dda\");\n\nconst points = [\n  [5.1, 3.5, 1.4, 0.2],\n  [5.5, 2.6, 4.4, 1.2],\n  [4.7, 3.2, 1.3, 0.2],\n  [7.1, 3.0, 5.9, 2.1],\n  [6.3, 2.5, 4.9, 1.5]\n];\n\nconst classes = [\n  \"Iris-setosa\",\n  \"Iris-versicolor\",\n  \"Iris-setosa\",\n  \"Iris-virginica\",\n  \"Iris-versicolor\"\n];\n\nconst rbfdda = new RBFDDA(points, classes);\nrbfdda.training();\n\nconst classValue = rbfdda.classification([5.8, 2.6, 4.0, 1.2]);\n\nconsole.log(classValue); // =\u003e Iris-versicolor\n```\n\n## NPM Statistics\n\nDownload stats for this NPM package\n\n[![NPM](https://nodei.co/npm/rbf-dda.png)](https://nodei.co/npm/rbf-dda/)\n\n## License\n\nRBF DDA is open source software [licensed as MIT](https://github.com/andrelmlins/rbf-dda/blob/master/LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrelmlins%2Frbf-dda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandrelmlins%2Frbf-dda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrelmlins%2Frbf-dda/lists"}