{"id":25175183,"url":"https://github.com/kaustubholpadkar/linear_regression_simulation","last_synced_at":"2025-04-04T00:45:03.499Z","repository":{"id":87166383,"uuid":"116486163","full_name":"kaustubholpadkar/Linear_Regression_Simulation","owner":"kaustubholpadkar","description":"Simulation of Linear Regression algorithm using P5.JS","archived":false,"fork":false,"pushed_at":"2018-06-02T14:13:31.000Z","size":99,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-09T12:32:05.342Z","etag":null,"topics":["gradient-descent-algorithm","javascript","linear-regression","machinelearning","p5js"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kaustubholpadkar.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":"2018-01-06T13:44:39.000Z","updated_at":"2018-06-02T14:13:32.000Z","dependencies_parsed_at":null,"dependency_job_id":"b5fdc63d-8a36-42ac-b8e9-b4d5007e7970","html_url":"https://github.com/kaustubholpadkar/Linear_Regression_Simulation","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/kaustubholpadkar%2FLinear_Regression_Simulation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FLinear_Regression_Simulation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FLinear_Regression_Simulation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaustubholpadkar%2FLinear_Regression_Simulation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kaustubholpadkar","download_url":"https://codeload.github.com/kaustubholpadkar/Linear_Regression_Simulation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247103298,"owners_count":20884023,"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":["gradient-descent-algorithm","javascript","linear-regression","machinelearning","p5js"],"created_at":"2025-02-09T12:29:08.476Z","updated_at":"2025-04-04T00:45:03.493Z","avatar_url":"https://github.com/kaustubholpadkar.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Linear_Regression_Simulation\n\n## Overview\nI have created the simulation of Linear Regression algorithm using P5.JS graphics library.\n\u003cbr\u003e\n\u003cbr\u003e\nUser can insert the data-points on canvas at runtime and accordingly the bestfit line would change its parameters.\n\u003cbr\u003e\n\u003cbr\u003e\nGradient Descent algorithm is implemented to minimize the cost function associated with Linear Regression.\n\u003cbr\u003e\n\u003cbr\u003e\n**sketch.js** contains the core logic for the simulation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaustubholpadkar%2Flinear_regression_simulation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkaustubholpadkar%2Flinear_regression_simulation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaustubholpadkar%2Flinear_regression_simulation/lists"}