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Had no time to test from a clean install before submission:

  1. File to set up conda environment:cfire_requirements
  2. Train neural networks: run_small.sh # some datasets may have to be downloaded manually Trains 50 neural networks per task, network architectures are defined in script
  3. Calculcate explanations: calc_expls.sh calculates KS, IG and LI explanations for all models
  4. Calculate Rules for all methods: cfire_experiments/calc_expl_rules.sh Calculation for Anchors will take some time
  5. Evaluate: cfire_experiments/run_full_eval.sh Evaluation of CEGA takes a long time
  6. Print LaTeX Tables: python cfire_experiments/plot_rule_results.py Also produces plots

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