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overall_run
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overall_run
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# python sciript_name data_sample_name num_structures num_layers lr_model
rm -r ./__pycache__
rm -r ./NN_results_visualizations
rm -r ./input\ data
rm -r ./output_data
mkdir ./output_data
mkdir ./input\ data
mkdir ./NN_results_visualizations
mkdir ./NN_results_visualizations/all_data
mkdir ./NN_results_visualizations/high_level_data
mkdir ./NN_results_visualizations/low_level_data
mkdir ./NN_results_visualizations/no_D2_data
mkdir ./NN_results_visualizations/no_jet_mass_data
python3 create_featuresets.py
python3 neural_network.py all 6 2 exp
python3 neural_network.py all 6 2 triangular
python3 neural_network.py all 6 2 SGDR
python3 neural_network.py all 6 2 staircase
python3 neural_network.py all 6 2 constant
python3 neural_network.py all 6 3 exp
python3 neural_network.py all 6 3 triangular
python3 neural_network.py all 6 3 SGDR
python3 neural_network.py all 6 3 staircase
python3 neural_network.py all 6 3 constant
python3 neural_network.py all 6 4 exp
python3 neural_network.py all 6 4 triangular
python3 neural_network.py all 6 4 SGDR
python3 neural_network.py all 6 4 staircase
python3 neural_network.py all 6 4 constant
python3 neural_network.py all 6 5 exp
python3 neural_network.py all 6 5 triangular
python3 neural_network.py all 6 5 SGDR
python3 neural_network.py all 6 5 staircase
python3 neural_network.py all 6 5 constant
python3 neural_network.py high_level 6 2 exp
python3 neural_network.py high_level 6 2 triangular
python3 neural_network.py high_level 6 2 SGDR
python3 neural_network.py high_level 6 2 staircase
python3 neural_network.py high_level 6 2 constant
python3 neural_network.py high_level 6 3 exp
python3 neural_network.py high_level 6 3 triangular
python3 neural_network.py high_level 6 3 SGDR
python3 neural_network.py high_level 6 3 staircase
python3 neural_network.py high_level 6 3 constant
python3 neural_network.py high_level 6 4 exp
python3 neural_network.py high_level 6 4 triangular
python3 neural_network.py high_level 6 4 SGDR
python3 neural_network.py high_level 6 4 staircase
python3 neural_network.py high_level 6 4 constant
python3 neural_network.py high_level 6 5 exp
python3 neural_network.py high_level 6 5 triangular
python3 neural_network.py high_level 6 5 SGDR
python3 neural_network.py high_level 6 5 staircase
python3 neural_network.py high_level 6 5 constant
python3 neural_network.py no_D2 6 2 exp
python3 neural_network.py no_D2 6 2 triangular
python3 neural_network.py no_D2 6 2 SGDR
python3 neural_network.py no_D2 6 2 staircase
python3 neural_network.py no_D2 6 2 constant
python3 neural_network.py no_D2 6 3 exp
python3 neural_network.py no_D2 6 3 triangular
python3 neural_network.py no_D2 6 3 SGDR
python3 neural_network.py no_D2 6 3 staircase
python3 neural_network.py no_D2 6 3 constant
python3 neural_network.py no_D2 6 4 exp
python3 neural_network.py no_D2 6 4 triangular
python3 neural_network.py no_D2 6 4 SGDR
python3 neural_network.py no_D2 6 4 staircase
python3 neural_network.py no_D2 6 4 constant
python3 neural_network.py no_D2 6 5 exp
python3 neural_network.py no_D2 6 5 triangular
python3 neural_network.py no_D2 6 5 SGDR
python3 neural_network.py no_D2 6 5 staircase
python3 neural_network.py no_D2 6 5 constant
python3 visualization.py