ExplainableAI.jl

Explainable AI methods in Julia.

Installation

To install this package and its dependencies, open the Julia REPL and run

julia> ]add ExplainableAI

Manual

• Getting started
• • Preparing the input data
  • Explanations
  • Heatmapping basics
  • List of analyzers
  • Neuron selection
  • Analyzing batches
• Heatmapping
• • Automatic heatmap presets
  • Custom heatmap settings
  • • Color schemes
    • Color channel reduction
    • Mapping explanations onto the color scheme
  • Heatmap overlays
  • Heatmapping batches
  • Processing heatmaps
  • Saving heatmaps
• Analyzer augmentations
• • Noise augmentation
  • Integration augmentation

API reference

• Basic API
• Analyzers
• Input augmentations
• Index