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RAITAP Documentation
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Using RAITAP

  • Running a quick example
  • Using RAITAP in your project
    • Using automatic deps management
    • Using manual deps management
  • Creating & running your own configuration
    • General configuration guide
    • Global configuration
    • Python API
    • Model
    • Data
    • Transparency
    • Robustness
    • Metrics
    • Tracking
    • Reporting
  • Understanding outputs
  • Using job launchers (Slurm...)
  • Using plugins
  • Flags
  • Examples
    • Kitchen-sink example
    • ImageNet · Captum IG · Torchattacks PGD
    • Multi-explainer · Captum IG + Saliency
    • Multi-visualiser · one explainer, two rendering styles
    • Multi-assessor · two attacks against one model
    • Object detection · Faster R-CNN · DetectionMetrics

Modules

  • Model
    • Configuration
    • Using your own model or built-in models
  • Data
    • Configuration
    • Preprocessing
    • Using your own data or built-in samples
  • Transparency
    • Configuration
    • Detection knobs
    • Supported libraries
    • Output
    • Visualisers
  • Robustness
    • Configuration
    • Supported libraries
    • Output
    • Visualisers
  • Metrics
    • Configuration
    • Underlying libraries
    • Output
  • Tracking
    • Configuration
    • Supported tracking backends
    • Output
  • Reporting
    • Configuration
    • Output

Reference

  • API Reference
    • raitap.data
    • raitap.metrics
    • raitap.models
    • raitap.tracking
    • raitap.transparency
    • raitap.robustness
  • Changelog
  • License

Contributor documentation

  • Contributor documentation
    • Development environment setup
    • Architecture
    • Backend capabilities
    • Pull requests and commit messages
    • Releases
    • Logging and warnings
    • Adding...
      • ...an adapter
      • ...an algorithm
      • ...a backend
      • ...a module
      • ...a task family
    • Modules
      • Data
      • Transparency
      • Robustness
      • Metrics
      • Tracking
    • Writing a plugin
  • Repository
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Examples¶

Minimal examples to demonstrate the config syntax. For overall config syntax see General configuration guide; for the programmatic API see Python API.

  • Kitchen-sink example
  • ImageNet · Captum IG · Torchattacks PGD
  • Multi-explainer · Captum IG + Saliency
  • Multi-visualiser · one explainer, two rendering styles
  • Multi-assessor · two attacks against one model
  • Object detection · Faster R-CNN · DetectionMetrics
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