experiments_classic_long.sh

# kill all detached screen seasons
screen -ls | grep Detached | cut -d. -f1 | awk '{print $1}' | xargs kill
#load screen season
screen -r session_id
# test if teminal is in a screen seasion
echo $STY
# see open windows
Ctrl-a "    "
# open new screen season
Ctrl-a c    n next p previoous
# Start new screen session
screen -S Red_Pool

# Load python 3.10 Environment
conda activate RED_POOL_3_10
cd residuals_for_ed
export PYTHONPATH=$PYTHONPATH:$(pwd)
cd SyntaxTree
export PYTHONPATH=$PYTHONPATH:$(pwd)
cd ..
for seed in 0 1 2; do
  python src/fit_func_pysr.py   --acceptance_c_complexity_res 0.02  --selection_strategy greedy --exp_name "classic_long" --postprocessing_methods classic classic_long residuals --seed $seed --max_num_residuals 10 --noise_factor 0 --max_dataset_size 300 --dataset_folder datasets_srbench --pysr_niterations 10
done

for seed in 0 1 2; do
  python src/NeSymRes_equations_pool.py   --acceptance_c_complexity_res 0.02 --selection_strategy node_level --exp_name "multiple_pool_residuals" --postprocessing_methods residuals_pool classic permute residuals --seed $seed --max_num_residuals 10 --noise_factor 0 --max_dataset_size 300 --dataset_folder datasets_srbench
done