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| title: Fraud Detector CI/CD | |
| emoji: 🛡 | |
| colorFrom: red | |
| colorTo: red | |
| sdk: gradio | |
| sdk_version: 5.29.0 | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| # Fraud Detection System (Auto-Retrained) | |
| Credit card fraud detector with automated retraining pipeline. | |
| ## Pipeline | |
| 1. New data batch generated (simulating production) | |
| 2. Drift detection (Wasserstein distance) | |
| 3. Challenger model trained on combined data | |
| 4. Champion vs Challenger comparison | |
| 5. Deploy only if challenger wins | |
| ## Links | |
| - [GitHub Repo](https://github.com/Algo-nav/ml-pipeline-demo) | |
| - [Author](https://huggingface.co/Nav772) | |