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XAI Cost

DOI

Repository of the work entitled From Black Box to Transparency: Consistency and Cost within XAI

Structure

This repository has the following structure:

├── src/datasets
├── src/plots
├── src/results
├── src/results_analyzers
├── src/dnn_models.py
├── src/energy_simulator.py
├── src/experiment.py
└── src/resources_monitor.py
  • src/datasets/ contains references to the datasets.
  • src/plots/ contains all plots generated by the scripts at src/results_analyzers
  • src/results/ contains all experimentation process logs
  • src/results_analyzers/ contains all script for generating the plots
  • src/dnn_models.py has the Deep Neural Networks code
  • src/energy_simulator.py has the code for energy consumption simulation
  • src/experiment.py has the main code of the experiment
  • src/resources_monitor.py has the code for CPU usage monitoring

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