Overview

Project Documentation

Risk-Aware Fraud Transaction Decision System β€” complete technical documentation including architecture diagrams, metrics, dependency graphs, sequence flows, and guides.

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BEGINNER_GUIDE.md
Layperson intro to the 3 detection axes, 5 decision states, and system architecture
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PROJECT_BIBLE.md
Complete technical deep-dive into every file, function, threshold and design decision
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metrics_tables.md
All numeric constants, thresholds, hyperparameters, and port numbers with source citations
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Mermaid
architecture_graph.mmd
Full system graph: Client β†’ API β†’ Engine β†’ Artifacts β†’ Research pipeline
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dependency_graph.mmd
All internal module and external package dependency edges
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runtime_flow_graph.mmd
Startup call stacks, POST /predict call chain, Streamlit & Glass Lens flows
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Mermaid
sequence_diagrams.mmd
4 UML sequence diagrams: API, Streamlit, Glass Lens, and Docker deployment
Architecture Graph
architecture_graph.mmd β€” Full system component topology
Dependency Graph
dependency_graph.mmd β€” Internal module and external package dependencies
Runtime Flow Graph
runtime_flow_graph.mmd β€” Startup call stacks and request processing flows
Sequence Diagrams
sequence_diagrams.mmd β€” 4 UML sequence diagrams

Diagram 1 β€” Primary API Prediction Request Flow

Diagram 2 β€” Streamlit Frontend Flow

Diagram 2b β€” Glass Lens Frontend Flow

Diagram 3 β€” Model Training / Research Pipeline

Diagram 4 β€” Docker Deployment Flow