All the Python dependencies can be installed by:
pip install scikit-optimize scikit-learn xgboost numpy pandas
Scripts also require Linux Perf Tool to be installed. In case you are unable to do so, remove the usage of perf on top of the Python package calls.
All the scripts should be run from the root directory. All the scripts should be run from the root directory.
./scripts/percomb_energy_exp.sh runs all experiments for the intra-model and inter-model experiments.
./scripts/percomb_energy_exp.sh runs all experiments for the Intra-model and Inter-model experiments. All results are saved in percomb_runs
./scripts/bayes_energy_exp.sh runs all experiments for the tuning experiments. \
./scripts/bayes_energy_exp.sh runs all experiments for the Tuning experiments. All results are saved in bayes_runs
./scripts/tuning_runs.sh is a legacy script for running the Tuning experiments without seeding or varying the max iterations. All results are saved in tuning_runs