{"id":19733985,"url":"https://github.com/scaleoutsystems/fedn-client-fraud-keras","last_synced_at":"2025-06-16T08:35:55.026Z","repository":{"id":104982180,"uuid":"368157216","full_name":"scaleoutsystems/FEDn-client-fraud-keras","owner":"scaleoutsystems","description":"FEDn project,  credit card fraud","archived":false,"fork":false,"pushed_at":"2021-09-14T14:48:41.000Z","size":293,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-31T02:10:25.068Z","etag":null,"topics":[],"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/scaleoutsystems.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}},"created_at":"2021-05-17T11:15:04.000Z","updated_at":"2024-05-02T00:03:24.000Z","dependencies_parsed_at":"2023-05-07T11:30:59.245Z","dependency_job_id":null,"html_url":"https://github.com/scaleoutsystems/FEDn-client-fraud-keras","commit_stats":null,"previous_names":["scaleoutsystems/fedn-client-fraud-keras"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/scaleoutsystems/FEDn-client-fraud-keras","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-fraud-keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-fraud-keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-fraud-keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-fraud-keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scaleoutsystems","download_url":"https://codeload.github.com/scaleoutsystems/FEDn-client-fraud-keras/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-fraud-keras/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260126747,"owners_count":22962682,"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":[],"created_at":"2024-11-12T00:34:50.997Z","updated_at":"2025-06-16T08:35:55.006Z","avatar_url":"https://github.com/scaleoutsystems.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FEDn-client-fraud-keras\n\nThis repository contains a FEDn client implementation for federated training of a Keras autoencoder model for \ncredit card fraud detection using the public dataset https://www.kaggle.com/mlg-ulb/creditcardfraud.  \n\nIn this example the credit card transaction dataset is divided (IID) into a configurable number of clients. \nIn each round update, the client trains the autoencoder model locally for one epoch using a batch size of 32 (Adam) \noptimizer.\n\nTo download and prepare the partitioned dataset:\n\n    $ python create_data_partitions.py \n    \nThis downloads the full dataset into the file 'data.csv', and creates random partitions in data/clients/.\n\n## Start a client \n\nClone this repository and then download the client.yaml config file from the FEDn UI (Network view) and copy it into the main repostitory folder. \n\nTo build the client environment: \n    \n    $ docker build . -t fraud-client:latest\n    \nTo start a client (using Docker): \n\n     $ docker run -it -v $(pwd)/data/clients/0:/app/data -v $(pwd)/client.yaml:/app/client.yaml fraud-client:latest fedn run client -in client.yaml\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaleoutsystems%2Ffedn-client-fraud-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscaleoutsystems%2Ffedn-client-fraud-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaleoutsystems%2Ffedn-client-fraud-keras/lists"}