Tutorials Overview

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An overview about all modules and methods available in Quack

  1. Quantification Methods
    • 1.1. Classify, Count & Correct
    • 1.2. Distribution Matching
      • 1.2.1. Feature Based
      • 1.2.2. Label Based
      • 1.2.3. Iterators
    • 1.3. Adaptation of Classification Algorithms
    • 1.4. Neural Networks (WIP)
    • 1.5. Ensembles
  2. Bag Generator
    • 2.1. Prior Shift
    • 2.2. Covariate Shift
  3. Evaluation
    • 2.1. Evaluation Metrics
    • 2.2. Evaluation Protocols
  4. Datasets
    • 3.1. UCI Datasets
    • 3.2. Forman Datasets
    • 3.3. PhysioNet Datasets
    • 3.4. Reviews Datasets
  5. Model Selection
  6. Visualization
    • 5.1. Prevalence Plot (diagonal plot)
    • 5.2. Quantification Bias Plot
    • 5.3. Class Distribution Plot
  7. Utils
Getting Started Methods