unsupervised-fraud-detection-pipeline MelihOrel · COMPLETED
🕵️ An autonomous, unsupervised ML (Isolation Forest) credit card fraud detection pipeline. It catches suspicious financial anomalies using relational data engineering and behavioral features without relying on a single fraud label. Meet "Sentinel," named after the legendary Transformers character. 🛡️🤖
github.com/MelihOrel/unsupervised-fraud-detection-pipeline · ★ 3 · Forks 0 · Size 2.0 MB
SUMMARY
Technologies 5
Scored 5
Observed 5
Practices 6
Evidence 6
Skips 0
COVERAGE
Analyzed 13 files · 2 commits · 0 API calls
TECHNOLOGIES & DEPTH
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
6 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
NumPy LIBRARY Depth 62
2 files · PRODUCTION
pandas LIBRARY Depth 66
3 files · PRODUCTION
PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · absentlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-06-16
Last commit 2026-06-16
Active months 1
Commits 2