-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathSTRUCTURAL_BREAKS_scaler.sh
More file actions
20 lines (17 loc) · 2.36 KB
/
Copy pathSTRUCTURAL_BREAKS_scaler.sh
File metadata and controls
20 lines (17 loc) · 2.36 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
#!/bin/bash
# re-install the packages
pip uninstall -y neuralprophet
pip install git+https://github.com/ourownstory/neural_prophet.git@normalization-layer
pip uninstall -y darts
pip install git+https://github.com/LeonieFreisinger/darts.git@lgbm_for_server#egg=darts
nohup python EXP_SYN_DATA.py --model NeuralProphetModel --params NP --heterogeneity_type "structural_break" --sample_upper_limit 7.0 --gen_func "gen_model_and_params_scalers_reweighting" > soutfile0 &
nohup python EXP_SYN_DATA.py --model NeuralProphetModel --params NP_localST --heterogeneity_type "structural_break" --sample_upper_limit 9.0 --gen_func "gen_model_and_params_scalers_reweighting" > soutfile1 &
nohup python EXP_SYN_DATA.py --model TorchProphetModel --params TP --heterogeneity_type "structural_break" --sample_upper_limit 3.0 --gen_func "gen_model_and_params_scalers" > soutfile2 &
nohup python EXP_SYN_DATA.py --model TorchProphetModel --params TP_localST --heterogeneity_type "structural_break" --sample_upper_limit 5.0 --gen_func "gen_model_and_params_scalers" > soutfile3 &
nohup python EXP_SYN_DATA.py --model NeuralProphetModel --params NP_FNN --heterogeneity_type "structural_break" --sample_upper_limit 3.0 --gen_func "gen_model_and_params_scalers_reweighting" > soutfile4 &
nohup python EXP_SYN_DATA.py --model NeuralProphetModel --params NP_FNN_sw --heterogeneity_type "structural_break" --sample_upper_limit 1.0 --gen_func "gen_model_and_params_scalers_reweighting" > soutfile5 &
nohup python EXP_SYN_DATA.py --model RNNModel --params RNN --heterogeneity_type "structural_break" --sample_upper_limit 5.0 --gen_func "gen_model_and_params_scalers" > soutfile6 &
nohup python EXP_SYN_DATA.py --model TransformerModel --params TF --heterogeneity_type "structural_break" --sample_upper_limit 9.0 --gen_func "gen_model_and_params_scalers" > soutfile7 &
nohup python EXP_SYN_DATA.py --model LightGBMModel --params LGBM --heterogeneity_type "structural_break" --sample_upper_limit 9.0 --gen_func "gen_model_and_params_scalers" > soutfile8 &
nohup python EXP_SYN_DATA.py --model NaiveModel --params Naive --heterogeneity_type "structural_break" --sample_upper_limit 9.0 --gen_func "gen_model_and_params_scalers" > soutfile9 &
nohup python EXP_SYN_DATA.py --model SeasonalNaiveModel --params SNaive --heterogeneity_type "structural_break" --sample_upper_limit 9.0 --gen_func "gen_model_and_params_scalers" > soutfile10 &