{"id":22347658,"url":"https://github.com/ayax537/codsoft-task2","last_synced_at":"2025-10-29T07:49:18.441Z","repository":{"id":206995535,"uuid":"718180241","full_name":"ayax537/CodSoft-task2","owner":"ayax537","description":"Second task on CodSoft Internship Transaction Fraud Detection! During my CodSoft internship, I worked on a challenging project focused on detecting fraudulent credit card transactions","archived":false,"fork":false,"pushed_at":"2024-11-11T09:42:16.000Z","size":3,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-26T10:48:34.456Z","etag":null,"topics":["data-modelling","data-visualization","eda","machine-learning","model-evaluation"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ayax537.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":"2023-11-13T14:50:18.000Z","updated_at":"2024-11-11T09:44:03.000Z","dependencies_parsed_at":"2025-03-26T10:53:14.710Z","dependency_job_id":null,"html_url":"https://github.com/ayax537/CodSoft-task2","commit_stats":null,"previous_names":["ayax537/codsoft-task2"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ayax537/CodSoft-task2","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ayax537%2FCodSoft-task2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ayax537%2FCodSoft-task2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ayax537%2FCodSoft-task2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ayax537%2FCodSoft-task2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ayax537","download_url":"https://codeload.github.com/ayax537/CodSoft-task2/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ayax537%2FCodSoft-task2/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274887194,"owners_count":25368228,"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","status":"online","status_checked_at":"2025-09-12T02:00:09.324Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["data-modelling","data-visualization","eda","machine-learning","model-evaluation"],"created_at":"2024-12-04T10:10:12.083Z","updated_at":"2025-10-29T07:49:13.421Z","avatar_url":"https://github.com/ayax537.png","language":"Python","readme":"# CodSoft-task2\n📣Second task on CodSoft Internship\nTransaction Fraud Detection! \nDuring my CodSoft internship, I worked on a challenging project focused on detecting fraudulent credit card transactions. Here's a glimpse of what I did:\nProject Context: Developed an efficient system to spot fraudulent transactions.\nExploratory Data Analysis (EDA): Uncovered hidden patterns and correlations in the dataset.\nData Modeling and Prediction: Preprocessed the data, used SMOTE to address class imbalance, and built a Logistic Regression Model for fraud detection.\nModel Evaluation: Rigorously trained and fine-tuned the model, ensuring its effectiveness in detecting fraudulent transactions.\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fayax537%2Fcodsoft-task2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fayax537%2Fcodsoft-task2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fayax537%2Fcodsoft-task2/lists"}