Workflow Gallery
Pick a workflow below to see what it produces and jump to the tutorial. New here? Run cranalytics quickstart first.
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Vintage Curves
Fit cumulative loss curves by cohort and estimate ultimate losses.
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Lifetime Loss Forecasting
Estimate reserve requirements from a transition matrix or loan history.
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FICO Segmentation
Bucket the portfolio by score band and compute mix diagnostics.
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Feature Analytics
Rank signals by separation strength before model training.
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ML Modeling
Backtest and score a binary classification model.
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Rollforward Workflow
Validate rollforward data and generate a readiness report.
Run The Workflows
python -m cranalytics.examples.core_vintage
python -m cranalytics.examples.core_lifetime_loss
python -m cranalytics.examples.core_segmentation
python -m cranalytics.examples.core_feature_analytics
python -m cranalytics.examples.core_ml_modeling
cranalytics rollforward-readiness your_rollforward_data.csv --output-dir rollforward_readiness_out
Where to go next
- Shortest guided first run:
cranalytics quickstart - Workflow triage without visuals: Choose Your Path
- One-page command and input summary: Workflow Map