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Merge branch 'main' of https://github.com/YasBenAll/fact-ai-project
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valbuc committed Feb 3, 2023
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8 changes: 8 additions & 0 deletions Python/experiments/scripts/optimizers.bat
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python -m experiments.classification.brazil_demographic_shift iclr_brazil_fixed_ds_rl_di --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --gpa_cutoff 3.0 --dshift_var race --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_fixed_ds_rl_dp --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --gpa_cutoff 3.0 --dshift_var race --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_fixed_ds_rl_di_bfgs --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --gpa_cutoff 3.0 --dshift_var race --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_fixed_ds_rl_dp_bfgs --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --gpa_cutoff 3.0 --dshift_var race --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_fixed_ds_rl_di_linear-shatter --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --gpa_cutoff 3.0 --dshift_var race --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_fixed_ds_rl_dp_linear-shatter --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --gpa_cutoff 3.0 --dshift_var race --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty

python -m experiments.classification.brazil_demographic_shift iclr_brazil_antag_ds_rl_di --n_jobs 7 --n_trials 20 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --gpa_cutoff 3.0 --dshift_var race --dshift_alpha 0.25 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_antag_ds_rl_dp --n_jobs 7 --n_trials 20 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --gpa_cutoff 3.0 --dshift_var race --dshift_alpha 0.25 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_antag_ds_rl_di_bfgs --n_jobs 7 --n_trials 20 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --gpa_cutoff 3.0 --dshift_var race --dshift_alpha 0.25 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_antag_ds_rl_dp_bfgs --n_jobs 7 --n_trials 20 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --gpa_cutoff 3.0 --dshift_var race --dshift_alpha 0.25 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_antag_ds_rl_di_linear-shatter --n_jobs 7 --n_trials 20 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --gpa_cutoff 3.0 --dshift_var race --dshift_alpha 0.25 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.brazil_demographic_shift iclr_brazil_antag_ds_rl_dp_linear-shatter --n_jobs 7 --n_trials 20 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --gpa_cutoff 3.0 --dshift_var race --dshift_alpha 0.25 --cs_scale 1.5 --robust_loss --only_shifty

python -m experiments.classification.adult_demographic_shift iclr_adult_fixed_ds_rl_di --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --dshift_var sex --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_fixed_ds_rl_dp --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DemographicParity --e 0.05 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --dshift_var sex --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_fixed_ds_rl_di_bfgs --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --dshift_var sex --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_fixed_ds_rl_dp_bfgs --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DemographicParity --e 0.05 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --dshift_var sex --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_fixed_ds_rl_di_linear-shatter --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --dshift_var sex --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_fixed_ds_rl_dp_linear-shatter --n_jobs 7 --n_trials 25 --n_train 10000 60000 --definition DemographicParity --e 0.05 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --dshift_var sex --cs_scale 1.5 --fixed_dist --robust_loss --only_shifty

python -m experiments.classification.adult_demographic_shift iclr_adult_antag_ds_rl_di --n_jobs 7 --n_trials 10 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --dshift_var sex --dshift_alpha 0.5 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_antag_ds_rl_dp --n_jobs 7 --n_trials 10 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer cmaes --dshift_var sex --dshift_alpha 0.5 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_antag_ds_rl_di_bfgs --n_jobs 7 --n_trials 10 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --dshift_var sex --dshift_alpha 0.5 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_antag_ds_rl_dp_bfgs --n_jobs 7 --n_trials 10 --n_train 10000 60000 --definition DemographicParity --e 0.1 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer bfgs --dshift_var sex --dshift_alpha 0.5 --cs_scale 1.5 --robust_loss --only_shifty
python -m experiments.classification.adult_demographic_shift iclr_adult_antag_ds_rl_di_linear-shatter --n_jobs 7 --n_trials 10 --n_train 10000 60000 --definition DisparateImpact --e -0.8 --n_iters 20000 --standardize --r_train_v_test 0.4 --r_cand_v_safe 0.4 --d 0.05 --optimizer linear-shatter --dshift_var sex --dshift_alpha 0.5 --cs_scale 1.5 --robust_loss --only_shifty
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