{"id":20872680,"url":"https://github.com/karimosman89/fraud-detection","last_synced_at":"2026-04-13T03:01:47.283Z","repository":{"id":260758816,"uuid":"881369895","full_name":"karimosman89/fraud-detection","owner":"karimosman89","description":"Identify fraudulent transactions.Develop a machine learning model that can identify fraudulent transactions in credit card data or insurance claims.Show how your model can reduce financial losses by flagging suspicious activities.","archived":false,"fork":false,"pushed_at":"2024-11-02T12:02:51.000Z","size":64818,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-19T08:44:59.782Z","etag":null,"topics":["anomaly-detection","lightgbm","pandas","python","scikit-learn","xgboost"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/karimosman89.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":"2024-10-31T12:45:41.000Z","updated_at":"2024-11-02T12:02:54.000Z","dependencies_parsed_at":"2024-11-02T12:16:51.603Z","dependency_job_id":"db0b362b-10da-4b31-b178-cbfcbf07cc33","html_url":"https://github.com/karimosman89/fraud-detection","commit_stats":null,"previous_names":["karimosman89/fraud-detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/karimosman89%2Ffraud-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/karimosman89%2Ffraud-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/karimosman89%2Ffraud-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/karimosman89%2Ffraud-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/karimosman89","download_url":"https://codeload.github.com/karimosman89/fraud-detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243247903,"owners_count":20260747,"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":["anomaly-detection","lightgbm","pandas","python","scikit-learn","xgboost"],"created_at":"2024-11-18T06:20:08.347Z","updated_at":"2025-12-29T03:32:12.575Z","avatar_url":"https://github.com/karimosman89.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fraud Detection System\nThis project develops a machine learning model to detect fraudulent transactions.\n\n## Overview\nThe system identifies fraudulent transactions in credit card data.\n\n## Dataset\n- Source: [Kaggle - Credit Card Fraud Detection](https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud)\n\n## Setup\nInstall dependencies:\n\n\n        pip install -r requirements.txt\n\n\n\n\n## Usage\n- Run the preprocessing script:\n\n\n\n\n         python src/preprocess.py\n\n    \n- Train the model:\n\n\n\n\n       python src/model.py\n        \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkarimosman89%2Ffraud-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkarimosman89%2Ffraud-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkarimosman89%2Ffraud-detection/lists"}