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1 change: 1 addition & 0 deletions sample-template/README.md
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---
title: "<YOUR TEMPLATE TITLE>"
description: "<YOUR TEMPLATE DESCRIPTION>"
private: false
experience_level: <beginner|intermediate|advanced>
industry: <YOUR TARGET INDUSTRY/SECTOR> (use "General" if broadly applicable)
reasoning_types:
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1 change: 1 addition & 0 deletions v1/fraud-detection/README.md
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title: "Fraud Detection"
description: "Multi-reasoner transaction-fraud pipeline: account PageRank (Graph) + high-volume account flags (Rules) feed a GNN binary classifier (Predictive) whose per-transaction scores drive a knapsack investigator-budget MILP (Prescriptive)."
featured: true
private: true
experience_level: advanced
industry: "Financial Services"
reasoning_types:
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1 change: 1 addition & 0 deletions v1/retail_planning/README.md
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title: "Retail Planning"
description: "Predict article sales and customer churn with GNNs, then optimize markdown pricing and inventory planning to maximize revenue and minimize costs."
featured: true
private: true
experience_level: advanced
industry: "Retail"
reasoning_types:
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