{"id":23918130,"url":"https://github.com/neemiasbsilva/linear-regression-js","last_synced_at":"2025-02-23T20:20:19.846Z","repository":{"id":51451330,"uuid":"282244319","full_name":"neemiasbsilva/linear-regression-js","owner":"neemiasbsilva","description":"Predicting Brain Weight Based on Head Size Using Linear Regression (JavaScript Programing Language)","archived":false,"fork":false,"pushed_at":"2021-05-11T20:57:26.000Z","size":41,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-05T13:13:40.138Z","etag":null,"topics":["headbrain-dataset","javascript","linear-regression","linear-regression-javascript"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/neemiasbsilva.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":"2020-07-24T14:44:37.000Z","updated_at":"2020-07-24T15:06:48.000Z","dependencies_parsed_at":"2022-09-12T21:52:04.049Z","dependency_job_id":null,"html_url":"https://github.com/neemiasbsilva/linear-regression-js","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/neemiasbsilva%2Flinear-regression-js","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neemiasbsilva%2Flinear-regression-js/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neemiasbsilva%2Flinear-regression-js/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neemiasbsilva%2Flinear-regression-js/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neemiasbsilva","download_url":"https://codeload.github.com/neemiasbsilva/linear-regression-js/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240372480,"owners_count":19791008,"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":["headbrain-dataset","javascript","linear-regression","linear-regression-javascript"],"created_at":"2025-01-05T13:12:32.438Z","updated_at":"2025-02-23T20:20:19.802Z","avatar_url":"https://github.com/neemiasbsilva.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Predicting Brain Weight Based on Head Size Using Linear Regression.\n\n## How to Get Dataset\n\nThe dataset was available on [kaggle compettion - head brain](https://www.kaggle.com/jemishdonda/headbrain).\n\n## What is Regression?\n\n_Regression is a form of predictive modelling technique which investigates the relationship between a dependent and independent variable_\n\n## Undestanding Linear Regression\n\n\u003cp align=\"center\"\u003e\u003cimg src=\"linear-regression.png\" width=\"45%\" height=\"45%\"\u003e\u003c/p\u003e \n\u003ch6 align=\"center\"\u003eExample of how work linear regression algorithm step by step.\u003c/h6\u003e\n\n\n## Getting Started\n\n### Prerequisites\n\nWhat things you need to undertand this repository\n\n```\n Good knowledgment in Linear Regression, and know how to use Node.js server using command-line interpreter.\n```\n\n### Installing\n\nAfter dowload [Node.js](https://nodejs.org/en/) you need to iniatialize new Node.js project in your terminal:   \n\n```\n    npm init -y\n```\n\nThe next step is install some librarys:\n\n```\n    npm install csvtojson ml-regression --save\n```\n\n## Usage\n\nTo run the regression algorithm, you need to open your terminal and type the following command:\n\n```\n node app.js\n```\n\n#\n\n\u003cp align=\"center\"\u003e\u003cb\u003eSincerely:\u003c/b\u003e \u003ca href=\"https://github.com/neemiasbsilva\"\u003eNeemias B. da Silva\u003c/a\u003e\u003c/p\u003e\n\n#","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneemiasbsilva%2Flinear-regression-js","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneemiasbsilva%2Flinear-regression-js","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneemiasbsilva%2Flinear-regression-js/lists"}