{"id":20367871,"url":"https://github.com/zby-zy/loan-prediction","last_synced_at":"2026-04-11T09:02:19.617Z","repository":{"id":205486228,"uuid":"500593479","full_name":"zby-zy/loan-prediction","owner":"zby-zy","description":"It’s a classification problem, given information about the application we have to predict whether the they’ll be to pay the loan or not.","archived":false,"fork":false,"pushed_at":"2022-08-17T16:53:38.000Z","size":360,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-15T05:46:42.016Z","etag":null,"topics":["backend-development","csv-files","flask","flask-application","framework","heroku","heroku-app","heroku-deployment","herokuapp","loan-prediction","machine-learning","prediction","python","python-framework","python-framework-flask","web-application","webapp","webapplication"],"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/zby-zy.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}},"created_at":"2022-06-06T21:06:17.000Z","updated_at":"2023-04-06T14:44:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"f1fad951-c713-4ba7-b552-9ec61ede4735","html_url":"https://github.com/zby-zy/loan-prediction","commit_stats":null,"previous_names":["zby-zy/loan-prediction"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zby-zy%2Floan-prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zby-zy%2Floan-prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zby-zy%2Floan-prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zby-zy%2Floan-prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zby-zy","download_url":"https://codeload.github.com/zby-zy/loan-prediction/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241913566,"owners_count":20041458,"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":["backend-development","csv-files","flask","flask-application","framework","heroku","heroku-app","heroku-deployment","herokuapp","loan-prediction","machine-learning","prediction","python","python-framework","python-framework-flask","web-application","webapp","webapplication"],"created_at":"2024-11-15T00:35:14.544Z","updated_at":"2025-12-31T01:03:14.646Z","avatar_url":"https://github.com/zby-zy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Loan Prediction\nIt’s a classification problem, given information about the application we have to predict whether the they’ll be to pay the loan or not.\n\nThe data consists of the following rows:\n\u003cpre\u003e\nLoan ID: Unique Loan ID\nGender: Male/Female\nMarried Status: Yes/No\nDependents: Number of dependents \nEducation: Applicant Education (Graduate/Not Graduate)\nSelf Employed: Yes/No\nApplicantIncome: Applicant Income\nCoapplicant Income: Coapplicant Income\nLoan Amount: Loan amount in thousands of dollars\nLoan Amount Term: Term of loan in months\nCredit History: credit history meets guidelines yes or no\nProperty Area: Urban/Semi Urban/Rural\nLoan Status: Loan approved (Yes/No) this is the target variable\n\u003c/pre\u003e\n\n## App\n### Language \n* Python\n### Framework\n* Flask\n### How to install Flask\n`pip install flask`\n### How to run app\n`pyton app.py`\n\n### Link \nhttps://loan-prediction9.herokuapp.com\n\n\u003cbr\u003e\n\u003cimg src=\"https://user-images.githubusercontent.com/85934122/173180065-065b1fec-8dd9-4dac-8524-b8198929c70a.png\" width=\"650\"\u003e\n\u003cimg src=\"https://user-images.githubusercontent.com/85934122/173180078-8e364165-7acd-4ea2-a8ba-8f2d5ff1606c.png\" width=\"650\"\u003e\n\n\u003cbr\u003e \n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzby-zy%2Floan-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzby-zy%2Floan-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzby-zy%2Floan-prediction/lists"}