{"id":18942686,"url":"https://github.com/felix-red/loanstatuspredicationwebapp","last_synced_at":"2026-04-26T20:32:11.497Z","repository":{"id":239012986,"uuid":"798194145","full_name":"Felix-Red/LoanStatusPredicationWebApp","owner":"Felix-Red","description":"Loan status prediction using machine learning","archived":false,"fork":false,"pushed_at":"2024-05-18T12:11:16.000Z","size":1489,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-21T01:43:05.999Z","etag":null,"topics":["machine-learning","plotly-dash","python","webapp"],"latest_commit_sha":null,"homepage":"https://group-k-project-1-2.onrender.com","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/Felix-Red.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":"2024-05-09T09:30:54.000Z","updated_at":"2024-08-03T13:10:26.000Z","dependencies_parsed_at":"2024-05-18T09:21:23.603Z","dependency_job_id":"a6346cbe-f8ac-49d5-a52f-61e23d8d4f21","html_url":"https://github.com/Felix-Red/LoanStatusPredicationWebApp","commit_stats":null,"previous_names":["felix-red/group-k-project-1","felix-red/loanstatuspredicationwebapp"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FLoanStatusPredicationWebApp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FLoanStatusPredicationWebApp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FLoanStatusPredicationWebApp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FLoanStatusPredicationWebApp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Felix-Red","download_url":"https://codeload.github.com/Felix-Red/LoanStatusPredicationWebApp/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239942758,"owners_count":19722330,"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":["machine-learning","plotly-dash","python","webapp"],"created_at":"2024-11-08T12:33:54.370Z","updated_at":"2026-03-24T06:30:16.817Z","avatar_url":"https://github.com/Felix-Red.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Loan status prediction using machine learning\n\nThis project is a machine learning system that employs Support Vector Machines (SVMs) - supervised max-margin models with associated learning algorithms that analyze data for classification and regression analysis.\n\n## Overview\n\nIn this project, the Support Vector Machine algorithm is utilized for the classification of whether a user is approved for a loan or not. The system analyzes user-provided data to determine loan approval status.\n![image of dash app](https://github.com/Felix-Red/Group-k-project-1/blob/main/Screenshot%202024-05-18%20132803.png)\n\n## Usage\n\nThis project includes a web application that prompts the user for their details required to determine whether the loan is approved or not. The application can be accessed [System web app](https://group-k-project-1-2.onrender.com).\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffelix-red%2Floanstatuspredicationwebapp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffelix-red%2Floanstatuspredicationwebapp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffelix-red%2Floanstatuspredicationwebapp/lists"}