afrikana-risk
Production-ready quantitative risk toolkit for credit scoring, IFRS9 ECL, fraud detection, and model governance.
Built in Africa. Applicable anywhere.
Features
Credit Risk
- PD / LGD / EAD modeling
- Scorecard building (WoE, IV)
- Basel III capital estimation
IFRS 9
- Stage 1 / 2 / 3 ECL
- Macro-scenario overlays
- Probability-weighted ECL
Stress Testing
- Scenario analysis (base / adverse / severe)
- Credit VaR (Monte Carlo, Vasicek)
- NPL trajectory projection
Fraud Detection
- Isolation Forest anomaly detection
- Supervised fraud classification
- Rule-based risk flags
- Ensemble scoring
Model Monitoring
- PSI (Population Stability Index)
- Gini / KS tracking
- Feature drift detection
Model Governance
- Champion-Challenger framework
- DeLong AUC significance testing
- Audit trail for regulatory compliance
Installation
pip install afrikana-risk
1 maintainer
Metadata
1 maintainer
Release files for afrikana-risk 1.0.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| afrikana_risk-1.0.0.tar.gz | 29.6 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| afrikana_risk-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 59.8 kB
Release files / afrikana_risk-1.0.0.tar.gz
| Download URL | afrikana_risk-1.0.0.tar.gz |
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| Size | 29.6 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / afrikana_risk-1.0.0-py3-none-any.whl
| Download URL | afrikana_risk-1.0.0-py3-none-any.whl |
|---|---|
| Size | 30.2 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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