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scPPIN-py Documentation
scPPIN-py Documentation

Getting Started

  • Installation
  • Quick Start

User Guide

  • Tutorials
    • Basic Usage Tutorial
  • Parameters Reference

API Reference

  • API Reference
    • scPPIN Class

Algorithm

  • Algorithm Documentation
    • Algorithm Overview

Examples

  • Examples
    • Basic Example

Additional Resources

  • Troubleshooting
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Algorithm DocumentationΒΆ

Mathematical and algorithmic details of scPPIN module detection.

  • Algorithm Overview
    • Pipeline Overview
    • Step 1: Fit BUM Model
    • Step 2: Compute Node Scores
    • Step 3: Prepare Edge Costs
    • Step 4: Solve PCST
    • Step 5: Return Module
    • False Discovery Rate (FDR) Control
    • Original Method
    • Key Differences from R Implementation
    • Next Steps
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Algorithm Overview
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scPPIN Class
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