{"id":24189453,"url":"https://github.com/vishalanandv/multivariate_regression_analysis","last_synced_at":"2025-03-03T03:22:05.712Z","repository":{"id":154964291,"uuid":"624004815","full_name":"VishalAnandV/Multivariate_Regression_Analysis","owner":"VishalAnandV","description":"Multiplevariate Linear Regression, Gradient Descent with Python","archived":false,"fork":false,"pushed_at":"2023-04-05T18:49:11.000Z","size":577,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-13T14:39:55.784Z","etag":null,"topics":["data-science","data-visualization","dataanalysis","gradient-descent","linear-regression","multivariate-regression","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/VishalAnandV.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-04-05T14:42:49.000Z","updated_at":"2023-04-05T15:19:22.000Z","dependencies_parsed_at":null,"dependency_job_id":"af391f72-e812-4082-b8b2-caa642337d9d","html_url":"https://github.com/VishalAnandV/Multivariate_Regression_Analysis","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/VishalAnandV%2FMultivariate_Regression_Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VishalAnandV%2FMultivariate_Regression_Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VishalAnandV%2FMultivariate_Regression_Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VishalAnandV%2FMultivariate_Regression_Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VishalAnandV","download_url":"https://codeload.github.com/VishalAnandV/Multivariate_Regression_Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241601164,"owners_count":19988878,"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":["data-science","data-visualization","dataanalysis","gradient-descent","linear-regression","multivariate-regression","python"],"created_at":"2025-01-13T14:29:45.022Z","updated_at":"2025-03-03T03:22:05.694Z","avatar_url":"https://github.com/VishalAnandV.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Multiple Linear Regression, Gradient Descent /w Python\n\nMultiple linear regression is a technique that uses several independent variables in order to predict the outcome of a dependent variable.\n\n### Project aims\n\n- Analyze the datasets and select the best predictors.\n- Implement the gradient descent algorithm.\n- Test the implementation for a varying number of iteration steps, learning rate, train/test ratio to estimate their effect on the model.\n- Evaluating the goodness of fit for each case and gaining a deeper grasp of the characteristics of multiple linear regression.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishalanandv%2Fmultivariate_regression_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvishalanandv%2Fmultivariate_regression_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishalanandv%2Fmultivariate_regression_analysis/lists"}