aiqclib

📘 Getting Started

  • Overview
  • Step 1: Installation
  • Step 2: Dataset Preparation
  • Step 3: Training & Evaluation
  • Step 4: Classification

💡 How-To Guides

  • Quick Start
  • Data Preprocessing Utilities
  • Algorithm Selection
  • Prediction Threshold
  • Performance Evaluation
  • SHAP Values
  • Down-sampling of the Negative Dataset
  • Feature Normalization
  • Selecting Specific Configurations

⚙️ Configuration

  • Configuration of Dataset Preparation
  • Configuration of Training & Evaluation
  • Configuration of Classification

📊 Features

  • Location
  • Day of the Year
  • Basic Values
  • Profile Summary Statistics
  • Neighboring Values (Up and Down)

🧩 API Reference

  • aiqclib
    • aiqclib package
aiqclib
  • aiqclib
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aiqclib

  • aiqclib package
    • aiqclib Interface Module
      • __version__
    • classify_dataset()
    • create_training_dataset()
    • format_summary_stats()
    • get_summary_stats()
    • read_config()
    • read_shap_scores()
    • train_and_evaluate()
    • write_config_template()
    • Subpackages
      • aiqclib.classify package
        • Subpackages
      • aiqclib.common package
        • Subpackages
      • aiqclib.interface package
        • Submodules
        • aiqclib.interface.classify module
        • aiqclib.interface.config module
        • aiqclib.interface.prepare module
        • aiqclib.interface.stats module
        • aiqclib.interface.train module
      • aiqclib.prepare package
        • Subpackages
      • aiqclib.train package
        • Subpackages
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