{"id":24408997,"url":"https://github.com/codesandtags/fraud-predictive-model","last_synced_at":"2026-04-21T22:31:11.253Z","repository":{"id":172463044,"uuid":"648416157","full_name":"codesandtags/fraud-predictive-model","owner":"codesandtags","description":"An example to have a fraud predictive model in real time using Machine Learning","archived":false,"fork":false,"pushed_at":"2023-06-14T02:59:54.000Z","size":7465,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-13T09:39:03.357Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/codesandtags.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":"2023-06-01T23:32:45.000Z","updated_at":"2023-06-04T14:09:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"342434d9-2a57-4800-bbfd-72c96ab6e8e5","html_url":"https://github.com/codesandtags/fraud-predictive-model","commit_stats":null,"previous_names":["codesandtags/fraud-predictive-model"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/codesandtags/fraud-predictive-model","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesandtags%2Ffraud-predictive-model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesandtags%2Ffraud-predictive-model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesandtags%2Ffraud-predictive-model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesandtags%2Ffraud-predictive-model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codesandtags","download_url":"https://codeload.github.com/codesandtags/fraud-predictive-model/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codesandtags%2Ffraud-predictive-model/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32112864,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-21T11:25:29.218Z","status":"ssl_error","status_checked_at":"2026-04-21T11:25:28.499Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":[],"created_at":"2025-01-20T05:53:43.510Z","updated_at":"2026-04-21T22:31:11.246Z","avatar_url":"https://github.com/codesandtags.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fraud Model\n\nA fraud model to detect fraudulent credit card transactions.\n\n## Problem Definition\n\n## Data\n\n## Evaluation\n\n- Find patterns\n- Transactions with most fraud patterns\n\n## Features\n\n## Modelling\n\n## Experimentation\n\n## Environemnt Setup\n\nTo install the environment for this project, run the following command:\n\n```sh\nconda create --prefix ./env pandas numpy matplotlib scikit-learn jupyter\n```\n\nTo activate the environment, run the following command:\n\n```sh\nconda activate ./env\n```\n\nTo deactivate the current environment, run the following command:\n\n```sh\nconda deactivate\n```\n\nTo check the current environment, run the following command:\n\n```sh\nconda info --envs\n```\n\nTo export the dependencies of the environment, run the following command:\n\n```sh\nconda env export \u003e environment.yml\n```\n\nTo create the environment from a environment.yml file, run the following command:\n\n```sh\nconda env create -f environment.yml\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodesandtags%2Ffraud-predictive-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodesandtags%2Ffraud-predictive-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodesandtags%2Ffraud-predictive-model/lists"}