{"id":14977319,"url":"https://github.com/cypher-adi/loan-predictor","last_synced_at":"2026-03-05T12:31:49.837Z","repository":{"id":117125496,"uuid":"394657324","full_name":"cypher-adi/loan-predictor","owner":"cypher-adi","description":"A loan approval prediction system.","archived":false,"fork":false,"pushed_at":"2021-08-15T10:35:12.000Z","size":350,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-12T17:09:31.727Z","etag":null,"topics":["flask","ipynb-jupyter-notebook","machine-learning","numpy"],"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/cypher-adi.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":"2021-08-10T13:07:11.000Z","updated_at":"2022-01-13T14:46:11.000Z","dependencies_parsed_at":null,"dependency_job_id":"feac9051-351a-4b70-8318-6377556c8b36","html_url":"https://github.com/cypher-adi/loan-predictor","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/cypher-adi%2Floan-predictor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cypher-adi%2Floan-predictor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cypher-adi%2Floan-predictor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cypher-adi%2Floan-predictor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cypher-adi","download_url":"https://codeload.github.com/cypher-adi/loan-predictor/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241459737,"owners_count":19966511,"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":["flask","ipynb-jupyter-notebook","machine-learning","numpy"],"created_at":"2024-09-24T13:55:27.176Z","updated_at":"2026-03-05T12:31:49.769Z","avatar_url":"https://github.com/cypher-adi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Loan Predictor\n\n\u003e # Objective of The Project\n\n- The proposed system is aimed at reducing risks of losses to banks due to\nbad loans.\n- It is based on the analysis of various attributes extracted from\nthe previous loan records.\n- The system would make use of an ensemble of machine learning algorithms\n- Deploy the model for use with new customer data in a reliable manner\n- It will help improve the financial health of the banking sector\n- The project will help automate the loan approval system and thus processing loans in a more transparent manner\n  \n  \u003c/br\u003e\n\n\u003e Tech used\n\n- Machine Learning\n- Flask\n\n  \u003c/br\u003e\n\n\u003e Installation\n\nFor windows \n```bash\n    python -m pip install -r requirements.txt \n```\n\nFor linux \n```bash\n    pip install -r requirements.txt \n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcypher-adi%2Floan-predictor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcypher-adi%2Floan-predictor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcypher-adi%2Floan-predictor/lists"}