{"id":25319449,"url":"https://github.com/rohitpawar001/loan_approval_prediction","last_synced_at":"2026-04-29T23:32:03.665Z","repository":{"id":274834132,"uuid":"924168394","full_name":"RohitPawar001/Loan_approval_prediction","owner":"RohitPawar001","description":"This project aims to predict loan approval using machine learning techniques deployed on aws.","archived":false,"fork":false,"pushed_at":"2025-02-13T15:22:38.000Z","size":5925,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-07T18:56:51.511Z","etag":null,"topics":["aws","docker","finance","machine-learning","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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RohitPawar001.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":"2025-01-29T14:37:54.000Z","updated_at":"2025-02-14T14:39:53.000Z","dependencies_parsed_at":"2025-01-29T17:30:25.763Z","dependency_job_id":"73255016-4f7c-4ddb-bda0-10fc22b5003c","html_url":"https://github.com/RohitPawar001/Loan_approval_prediction","commit_stats":null,"previous_names":["rohitpawar001/lone_approval_prediction","rohitpawar001/loan_approval_prediction"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohitPawar001%2FLoan_approval_prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohitPawar001%2FLoan_approval_prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohitPawar001%2FLoan_approval_prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohitPawar001%2FLoan_approval_prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RohitPawar001","download_url":"https://codeload.github.com/RohitPawar001/Loan_approval_prediction/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247713310,"owners_count":20983683,"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":["aws","docker","finance","machine-learning","python"],"created_at":"2025-02-13T20:40:28.258Z","updated_at":"2026-04-29T23:32:03.624Z","avatar_url":"https://github.com/RohitPawar001.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Loan Approval Prediction\r\n\r\n## Overview\r\nThis project aims to predict loan approval using machine learning techniques. It provides a comprehensive solution for financial institutions to automate and streamline their loan approval process.\r\n\r\n## Demo Video\r\n\r\n# Loan Approval Prediction\r\n\r\nThis repository contains the code and resources for predicting loan approval status using machine learning models.\r\n\r\n## Demo Video\r\n\r\n[![Watch the video](https://via.placeholder.com/800x450.png?text=Demo+Video)](https://github.com/RohitPawar001/datasets/raw/refs/heads/main/lone_approval_prediction.mp4)\r\n## Features\r\n- Data ingestion and preprocessing\r\n- Machine learning model training and evaluation\r\n- Web application for real-time predictions\r\n- Containerized deployment using Docker\r\n\r\n## Tech Stack\r\n- Python\r\n- Jupyter Notebook\r\n- Flask\r\n- Docker\r\n\r\n## Project Structure\r\n```\r\nLone_approval_prediction/\r\n├── .github/workflows/\r\n├── artifacts/data_ingestion/\r\n├── config/\r\n├── research/\r\n├── src/lone_approval_prediction/\r\n├── templates/\r\n├── .gitignore\r\n├── Dockerfile\r\n├── LICENSE\r\n├── README.md\r\n├── app.py\r\n├── main.py\r\n├── params.yaml\r\n├── requirements.txt\r\n├── schema.yaml\r\n├── setup.py\r\n└── template.py\r\n```\r\n\r\n## Installation\r\n1. Clone the repository:\r\n   ```\r\n   git clone https://github.com/RohitPawar001/Lone_approval_prediction.git\r\n   ```\r\n2. Install dependencies:\r\n   ```\r\n   pip install -r requirements.txt\r\n   ```\r\n\r\n## Usage\r\n1. Run the main application:\r\n   ```\r\n   python main.py\r\n   ```\r\n2. Access the web interface at `http://localhost:5000`\r\n\r\n## Docker Deployment\r\n1. Build the Docker image:\r\n   ```\r\n   docker build -t loan-approval-prediction .\r\n   ```\r\n2. Run the container:\r\n   ```\r\n   docker run -p 5000:5000 loan-approval-prediction\r\n   ```\r\n\r\n## Contributing\r\nContributions are welcome! Please feel free to submit a Pull Request.\r\n\r\n## License\r\nThis project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.\r\n\r\n## Contact\r\nRohit Pawar - [GitHub Profile](https://github.com/RohitPawar001)\r\n\r\nProject Link: [https://github.com/RohitPawar001/Lone_approval_prediction](https://github.com/RohitPawar001/Lone_approval_prediction)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frohitpawar001%2Floan_approval_prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frohitpawar001%2Floan_approval_prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frohitpawar001%2Floan_approval_prediction/lists"}