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""" |
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Created on Tue Sep 5 13:42:56 2023 |
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@author: mohamedazizbhouri |
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""" |
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import numpy as np |
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N_param_gp = 128 |
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is_MF = 0 |
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is_LF = 0 |
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is_SF = 1 |
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if is_MF == 1: |
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HF_params_0_0 = np.load('MF_param/MF_param_0/HF_params_0_0.npy') |
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HF_params_0_1 = np.load('MF_param/MF_param_0/HF_params_0_1.npy') |
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HF_params_1_0 = np.load('MF_param/MF_param_0/HF_params_1_0.npy') |
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HF_params_1_1 = np.load('MF_param/MF_param_0/HF_params_1_1.npy') |
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HF_params_2_0 = np.load('MF_param/MF_param_0/HF_params_2_0.npy') |
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HF_params_2_1 = np.load('MF_param/MF_param_0/HF_params_2_1.npy') |
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HF_params_3_0 = np.load('MF_param/MF_param_0/HF_params_3_0.npy') |
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HF_params_3_1 = np.load('MF_param/MF_param_0/HF_params_3_1.npy') |
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HF_params_4_0 = np.load('MF_param/MF_param_0/HF_params_4_0.npy') |
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HF_params_4_1 = np.load('MF_param/MF_param_0/HF_params_4_1.npy') |
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HF_params_5_0 = np.load('MF_param/MF_param_0/HF_params_5_0.npy') |
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HF_params_5_1 = np.load('MF_param/MF_param_0/HF_params_5_1.npy') |
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HF_params_6_0 = np.load('MF_param/MF_param_0/HF_params_6_0.npy') |
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HF_params_6_1 = np.load('MF_param/MF_param_0/HF_params_6_1.npy') |
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HF_params_7_0 = np.load('MF_param/MF_param_0/HF_params_7_0.npy') |
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HF_params_7_1 = np.load('MF_param/MF_param_0/HF_params_7_1.npy') |
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HF_params_prior_0_0 = np.load('MF_param/MF_param_0/HF_params_prior_0_0.npy') |
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HF_params_prior_0_1 = np.load('MF_param/MF_param_0/HF_params_prior_0_1.npy') |
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HF_params_prior_1_0 = np.load('MF_param/MF_param_0/HF_params_prior_1_0.npy') |
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HF_params_prior_1_1 = np.load('MF_param/MF_param_0/HF_params_prior_1_1.npy') |
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HF_params_prior_2_0 = np.load('MF_param/MF_param_0/HF_params_prior_2_0.npy') |
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HF_params_prior_2_1 = np.load('MF_param/MF_param_0/HF_params_prior_2_1.npy') |
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HF_params_prior_3_0 = np.load('MF_param/MF_param_0/HF_params_prior_3_0.npy') |
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HF_params_prior_3_1 = np.load('MF_param/MF_param_0/HF_params_prior_3_1.npy') |
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HF_params_prior_4_0 = np.load('MF_param/MF_param_0/HF_params_prior_4_0.npy') |
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HF_params_prior_4_1 = np.load('MF_param/MF_param_0/HF_params_prior_4_1.npy') |
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HF_params_prior_5_0 = np.load('MF_param/MF_param_0/HF_params_prior_5_0.npy') |
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HF_params_prior_5_1 = np.load('MF_param/MF_param_0/HF_params_prior_5_1.npy') |
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HF_params_prior_6_0 = np.load('MF_param/MF_param_0/HF_params_prior_6_0.npy') |
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HF_params_prior_6_1 = np.load('MF_param/MF_param_0/HF_params_prior_6_1.npy') |
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HF_params_prior_7_0 = np.load('MF_param/MF_param_0/HF_params_prior_7_0.npy') |
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HF_params_prior_7_1 = np.load('MF_param/MF_param_0/HF_params_prior_7_1.npy') |
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for i in range(N_param_gp-1): |
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print(i) |
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HF_params_0_0 = np.concatenate( (HF_params_0_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_0_0.npy')), axis = 0) |
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HF_params_0_1 = np.concatenate( (HF_params_0_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_0_1.npy')), axis = 0) |
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HF_params_1_0 = np.concatenate( (HF_params_1_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_1_0.npy')), axis = 0) |
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HF_params_1_1 = np.concatenate( (HF_params_1_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_1_1.npy')), axis = 0) |
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HF_params_2_0 = np.concatenate( (HF_params_2_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_2_0.npy')), axis = 0) |
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HF_params_2_1 = np.concatenate( (HF_params_2_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_2_1.npy')), axis = 0) |
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HF_params_3_0 = np.concatenate( (HF_params_3_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_3_0.npy')), axis = 0) |
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HF_params_3_1 = np.concatenate( (HF_params_3_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_3_1.npy')), axis = 0) |
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HF_params_4_0 = np.concatenate( (HF_params_4_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_4_0.npy')), axis = 0) |
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HF_params_4_1 = np.concatenate( (HF_params_4_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_4_1.npy')), axis = 0) |
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HF_params_5_0 = np.concatenate( (HF_params_5_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_5_0.npy')), axis = 0) |
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HF_params_5_1 = np.concatenate( (HF_params_5_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_5_1.npy')), axis = 0) |
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HF_params_6_0 = np.concatenate( (HF_params_6_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_6_0.npy')), axis = 0) |
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HF_params_6_1 = np.concatenate( (HF_params_6_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_6_1.npy')), axis = 0) |
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HF_params_7_0 = np.concatenate( (HF_params_7_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_7_0.npy')), axis = 0) |
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HF_params_7_1 = np.concatenate( (HF_params_7_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_7_1.npy')), axis = 0) |
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HF_params_prior_0_0 = np.concatenate( (HF_params_prior_0_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_0_0.npy')), axis = 0) |
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HF_params_prior_0_1 = np.concatenate( (HF_params_prior_0_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_0_1.npy')), axis = 0) |
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HF_params_prior_1_0 = np.concatenate( (HF_params_prior_1_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_1_0.npy')), axis = 0) |
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HF_params_prior_1_1 = np.concatenate( (HF_params_prior_1_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_1_1.npy')), axis = 0) |
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HF_params_prior_2_0 = np.concatenate( (HF_params_prior_2_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_2_0.npy')), axis = 0) |
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HF_params_prior_2_1 = np.concatenate( (HF_params_prior_2_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_2_1.npy')), axis = 0) |
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HF_params_prior_3_0 = np.concatenate( (HF_params_prior_3_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_3_0.npy')), axis = 0) |
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HF_params_prior_3_1 = np.concatenate( (HF_params_prior_3_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_3_1.npy')), axis = 0) |
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HF_params_prior_4_0 = np.concatenate( (HF_params_prior_4_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_4_0.npy')), axis = 0) |
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HF_params_prior_4_1 = np.concatenate( (HF_params_prior_4_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_4_1.npy')), axis = 0) |
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HF_params_prior_5_0 = np.concatenate( (HF_params_prior_5_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_5_0.npy')), axis = 0) |
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HF_params_prior_5_1 = np.concatenate( (HF_params_prior_5_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_5_1.npy')), axis = 0) |
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HF_params_prior_6_0 = np.concatenate( (HF_params_prior_6_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_6_0.npy')), axis = 0) |
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HF_params_prior_6_1 = np.concatenate( (HF_params_prior_6_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_6_1.npy')), axis = 0) |
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HF_params_prior_7_0 = np.concatenate( (HF_params_prior_7_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_7_0.npy')), axis = 0) |
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HF_params_prior_7_1 = np.concatenate( (HF_params_prior_7_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_7_1.npy')), axis = 0) |
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np.save('MF_param/saved_param/HF_params_0_0.npy', HF_params_0_0) |
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np.save('MF_param/saved_param/HF_params_0_1.npy', HF_params_0_1) |
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np.save('MF_param/saved_param/HF_params_1_0.npy', HF_params_1_0) |
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np.save('MF_param/saved_param/HF_params_1_1.npy', HF_params_1_1) |
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np.save('MF_param/saved_param/HF_params_2_0.npy', HF_params_2_0) |
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np.save('MF_param/saved_param/HF_params_2_1.npy', HF_params_2_1) |
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np.save('MF_param/saved_param/HF_params_3_0.npy', HF_params_3_0) |
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np.save('MF_param/saved_param/HF_params_3_1.npy', HF_params_3_1) |
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np.save('MF_param/saved_param/HF_params_4_0.npy', HF_params_4_0) |
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np.save('MF_param/saved_param/HF_params_4_1.npy', HF_params_4_1) |
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np.save('MF_param/saved_param/HF_params_5_0.npy', HF_params_5_0) |
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np.save('MF_param/saved_param/HF_params_5_1.npy', HF_params_5_1) |
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np.save('MF_param/saved_param/HF_params_6_0.npy', HF_params_6_0) |
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np.save('MF_param/saved_param/HF_params_6_1.npy', HF_params_6_1) |
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np.save('MF_param/saved_param/HF_params_7_0.npy', HF_params_7_0) |
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np.save('MF_param/saved_param/HF_params_7_1.npy', HF_params_7_1) |
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np.save('MF_param/saved_param/HF_params_prior_0_0.npy', HF_params_prior_0_0) |
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np.save('MF_param/saved_param/HF_params_prior_0_1.npy', HF_params_prior_0_1) |
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np.save('MF_param/saved_param/HF_params_prior_1_0.npy', HF_params_prior_1_0) |
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np.save('MF_param/saved_param/HF_params_prior_1_1.npy', HF_params_prior_1_1) |
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np.save('MF_param/saved_param/HF_params_prior_2_0.npy', HF_params_prior_2_0) |
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np.save('MF_param/saved_param/HF_params_prior_2_1.npy', HF_params_prior_2_1) |
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np.save('MF_param/saved_param/HF_params_prior_3_0.npy', HF_params_prior_3_0) |
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np.save('MF_param/saved_param/HF_params_prior_3_1.npy', HF_params_prior_3_1) |
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np.save('MF_param/saved_param/HF_params_prior_4_0.npy', HF_params_prior_4_0) |
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np.save('MF_param/saved_param/HF_params_prior_4_1.npy', HF_params_prior_4_1) |
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np.save('MF_param/saved_param/HF_params_prior_5_0.npy', HF_params_prior_5_0) |
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np.save('MF_param/saved_param/HF_params_prior_5_1.npy', HF_params_prior_5_1) |
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np.save('MF_param/saved_param/HF_params_prior_6_0.npy', HF_params_prior_6_0) |
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np.save('MF_param/saved_param/HF_params_prior_6_1.npy', HF_params_prior_6_1) |
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np.save('MF_param/saved_param/HF_params_prior_7_0.npy', HF_params_prior_7_0) |
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np.save('MF_param/saved_param/HF_params_prior_7_1.npy', HF_params_prior_7_1) |
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if is_LF == 1: |
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LF_params_0_0 = np.load('MF_param/MF_param_0/LF_params_0_0.npy') |
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LF_params_0_1 = np.load('MF_param/MF_param_0/LF_params_0_1.npy') |
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LF_params_1_0 = np.load('MF_param/MF_param_0/LF_params_1_0.npy') |
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LF_params_1_1 = np.load('MF_param/MF_param_0/LF_params_1_1.npy') |
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LF_params_2_0 = np.load('MF_param/MF_param_0/LF_params_2_0.npy') |
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LF_params_2_1 = np.load('MF_param/MF_param_0/LF_params_2_1.npy') |
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LF_params_3_0 = np.load('MF_param/MF_param_0/LF_params_3_0.npy') |
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LF_params_3_1 = np.load('MF_param/MF_param_0/LF_params_3_1.npy') |
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LF_params_4_0 = np.load('MF_param/MF_param_0/LF_params_4_0.npy') |
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LF_params_4_1 = np.load('MF_param/MF_param_0/LF_params_4_1.npy') |
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LF_params_5_0 = np.load('MF_param/MF_param_0/LF_params_5_0.npy') |
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LF_params_5_1 = np.load('MF_param/MF_param_0/LF_params_5_1.npy') |
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LF_params_6_0 = np.load('MF_param/MF_param_0/LF_params_6_0.npy') |
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LF_params_6_1 = np.load('MF_param/MF_param_0/LF_params_6_1.npy') |
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LF_params_7_0 = np.load('MF_param/MF_param_0/LF_params_7_0.npy') |
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LF_params_7_1 = np.load('MF_param/MF_param_0/LF_params_7_1.npy') |
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LF_params_prior_0_0 = np.load('MF_param/MF_param_0/LF_params_prior_0_0.npy') |
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LF_params_prior_0_1 = np.load('MF_param/MF_param_0/LF_params_prior_0_1.npy') |
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LF_params_prior_1_0 = np.load('MF_param/MF_param_0/LF_params_prior_1_0.npy') |
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LF_params_prior_1_1 = np.load('MF_param/MF_param_0/LF_params_prior_1_1.npy') |
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LF_params_prior_2_0 = np.load('MF_param/MF_param_0/LF_params_prior_2_0.npy') |
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LF_params_prior_2_1 = np.load('MF_param/MF_param_0/LF_params_prior_2_1.npy') |
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LF_params_prior_3_0 = np.load('MF_param/MF_param_0/LF_params_prior_3_0.npy') |
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LF_params_prior_3_1 = np.load('MF_param/MF_param_0/LF_params_prior_3_1.npy') |
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LF_params_prior_4_0 = np.load('MF_param/MF_param_0/LF_params_prior_4_0.npy') |
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LF_params_prior_4_1 = np.load('MF_param/MF_param_0/LF_params_prior_4_1.npy') |
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LF_params_prior_5_0 = np.load('MF_param/MF_param_0/LF_params_prior_5_0.npy') |
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LF_params_prior_5_1 = np.load('MF_param/MF_param_0/LF_params_prior_5_1.npy') |
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LF_params_prior_6_0 = np.load('MF_param/MF_param_0/LF_params_prior_6_0.npy') |
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LF_params_prior_6_1 = np.load('MF_param/MF_param_0/LF_params_prior_6_1.npy') |
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LF_params_prior_7_0 = np.load('MF_param/MF_param_0/LF_params_prior_7_0.npy') |
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LF_params_prior_7_1 = np.load('MF_param/MF_param_0/LF_params_prior_7_1.npy') |
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for i in range(N_param_gp-1): |
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print(i) |
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LF_params_0_0 = np.concatenate( (LF_params_0_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_0_0.npy')), axis = 0) |
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LF_params_0_1 = np.concatenate( (LF_params_0_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_0_1.npy')), axis = 0) |
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LF_params_1_0 = np.concatenate( (LF_params_1_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_1_0.npy')), axis = 0) |
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LF_params_1_1 = np.concatenate( (LF_params_1_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_1_1.npy')), axis = 0) |
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LF_params_2_0 = np.concatenate( (LF_params_2_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_2_0.npy')), axis = 0) |
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LF_params_2_1 = np.concatenate( (LF_params_2_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_2_1.npy')), axis = 0) |
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LF_params_3_0 = np.concatenate( (LF_params_3_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_3_0.npy')), axis = 0) |
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LF_params_3_1 = np.concatenate( (LF_params_3_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_3_1.npy')), axis = 0) |
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LF_params_4_0 = np.concatenate( (LF_params_4_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_4_0.npy')), axis = 0) |
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LF_params_4_1 = np.concatenate( (LF_params_4_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_4_1.npy')), axis = 0) |
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LF_params_5_0 = np.concatenate( (LF_params_5_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_5_0.npy')), axis = 0) |
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LF_params_5_1 = np.concatenate( (LF_params_5_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_5_1.npy')), axis = 0) |
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LF_params_6_0 = np.concatenate( (LF_params_6_0, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_6_0.npy')), axis = 0) |
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LF_params_6_1 = np.concatenate( (LF_params_6_1, |
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np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_6_1.npy')), axis = 0) |
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LF_params_7_0 = np.concatenate( (LF_params_7_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_7_0.npy')), axis = 0) |
|
|
LF_params_7_1 = np.concatenate( (LF_params_7_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_7_1.npy')), axis = 0) |
|
|
|
|
|
LF_params_prior_0_0 = np.concatenate( (LF_params_prior_0_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_0_0.npy')), axis = 0) |
|
|
LF_params_prior_0_1 = np.concatenate( (LF_params_prior_0_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_0_1.npy')), axis = 0) |
|
|
LF_params_prior_1_0 = np.concatenate( (LF_params_prior_1_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_1_0.npy')), axis = 0) |
|
|
LF_params_prior_1_1 = np.concatenate( (LF_params_prior_1_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_1_1.npy')), axis = 0) |
|
|
LF_params_prior_2_0 = np.concatenate( (LF_params_prior_2_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_2_0.npy')), axis = 0) |
|
|
LF_params_prior_2_1 = np.concatenate( (LF_params_prior_2_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_2_1.npy')), axis = 0) |
|
|
LF_params_prior_3_0 = np.concatenate( (LF_params_prior_3_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_3_0.npy')), axis = 0) |
|
|
LF_params_prior_3_1 = np.concatenate( (LF_params_prior_3_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_3_1.npy')), axis = 0) |
|
|
LF_params_prior_4_0 = np.concatenate( (LF_params_prior_4_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_4_0.npy')), axis = 0) |
|
|
LF_params_prior_4_1 = np.concatenate( (LF_params_prior_4_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_4_1.npy')), axis = 0) |
|
|
LF_params_prior_5_0 = np.concatenate( (LF_params_prior_5_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_5_0.npy')), axis = 0) |
|
|
LF_params_prior_5_1 = np.concatenate( (LF_params_prior_5_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_5_1.npy')), axis = 0) |
|
|
LF_params_prior_6_0 = np.concatenate( (LF_params_prior_6_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_6_0.npy')), axis = 0) |
|
|
LF_params_prior_6_1 = np.concatenate( (LF_params_prior_6_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_6_1.npy')), axis = 0) |
|
|
LF_params_prior_7_0 = np.concatenate( (LF_params_prior_7_0, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_7_0.npy')), axis = 0) |
|
|
LF_params_prior_7_1 = np.concatenate( (LF_params_prior_7_1, |
|
|
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_prior_7_1.npy')), axis = 0) |
|
|
|
|
|
np.save('MF_param/saved_param/LF_params_0_0.npy', LF_params_0_0) |
|
|
np.save('MF_param/saved_param/LF_params_0_1.npy', LF_params_0_1) |
|
|
np.save('MF_param/saved_param/LF_params_1_0.npy', LF_params_1_0) |
|
|
np.save('MF_param/saved_param/LF_params_1_1.npy', LF_params_1_1) |
|
|
np.save('MF_param/saved_param/LF_params_2_0.npy', LF_params_2_0) |
|
|
np.save('MF_param/saved_param/LF_params_2_1.npy', LF_params_2_1) |
|
|
np.save('MF_param/saved_param/LF_params_3_0.npy', LF_params_3_0) |
|
|
np.save('MF_param/saved_param/LF_params_3_1.npy', LF_params_3_1) |
|
|
np.save('MF_param/saved_param/LF_params_4_0.npy', LF_params_4_0) |
|
|
np.save('MF_param/saved_param/LF_params_4_1.npy', LF_params_4_1) |
|
|
np.save('MF_param/saved_param/LF_params_5_0.npy', LF_params_5_0) |
|
|
np.save('MF_param/saved_param/LF_params_5_1.npy', LF_params_5_1) |
|
|
np.save('MF_param/saved_param/LF_params_6_0.npy', LF_params_6_0) |
|
|
np.save('MF_param/saved_param/LF_params_6_1.npy', LF_params_6_1) |
|
|
np.save('MF_param/saved_param/LF_params_7_0.npy', LF_params_7_0) |
|
|
np.save('MF_param/saved_param/LF_params_7_1.npy', LF_params_7_1) |
|
|
|
|
|
np.save('MF_param/saved_param/LF_params_prior_0_0.npy', LF_params_prior_0_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_0_1.npy', LF_params_prior_0_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_1_0.npy', LF_params_prior_1_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_1_1.npy', LF_params_prior_1_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_2_0.npy', LF_params_prior_2_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_2_1.npy', LF_params_prior_2_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_3_0.npy', LF_params_prior_3_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_3_1.npy', LF_params_prior_3_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_4_0.npy', LF_params_prior_4_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_4_1.npy', LF_params_prior_4_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_5_0.npy', LF_params_prior_5_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_5_1.npy', LF_params_prior_5_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_6_0.npy', LF_params_prior_6_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_6_1.npy', LF_params_prior_6_1) |
|
|
np.save('MF_param/saved_param/LF_params_prior_7_0.npy', LF_params_prior_7_0) |
|
|
np.save('MF_param/saved_param/LF_params_prior_7_1.npy', LF_params_prior_7_1) |
|
|
|
|
|
if is_SF == 1: |
|
|
SF_params_0_0 = np.load('SF_param/SF_param_0/params_0_0.npy') |
|
|
SF_params_0_1 = np.load('SF_param/SF_param_0/params_0_1.npy') |
|
|
SF_params_1_0 = np.load('SF_param/SF_param_0/params_1_0.npy') |
|
|
SF_params_1_1 = np.load('SF_param/SF_param_0/params_1_1.npy') |
|
|
SF_params_2_0 = np.load('SF_param/SF_param_0/params_2_0.npy') |
|
|
SF_params_2_1 = np.load('SF_param/SF_param_0/params_2_1.npy') |
|
|
SF_params_3_0 = np.load('SF_param/SF_param_0/params_3_0.npy') |
|
|
SF_params_3_1 = np.load('SF_param/SF_param_0/params_3_1.npy') |
|
|
SF_params_4_0 = np.load('SF_param/SF_param_0/params_4_0.npy') |
|
|
SF_params_4_1 = np.load('SF_param/SF_param_0/params_4_1.npy') |
|
|
SF_params_5_0 = np.load('SF_param/SF_param_0/params_5_0.npy') |
|
|
SF_params_5_1 = np.load('SF_param/SF_param_0/params_5_1.npy') |
|
|
SF_params_6_0 = np.load('SF_param/SF_param_0/params_6_0.npy') |
|
|
SF_params_6_1 = np.load('SF_param/SF_param_0/params_6_1.npy') |
|
|
SF_params_7_0 = np.load('SF_param/SF_param_0/params_7_0.npy') |
|
|
SF_params_7_1 = np.load('SF_param/SF_param_0/params_7_1.npy') |
|
|
|
|
|
SF_params_prior_0_0 = np.load('SF_param/SF_param_0/params_prior_0_0.npy') |
|
|
SF_params_prior_0_1 = np.load('SF_param/SF_param_0/params_prior_0_1.npy') |
|
|
SF_params_prior_1_0 = np.load('SF_param/SF_param_0/params_prior_1_0.npy') |
|
|
SF_params_prior_1_1 = np.load('SF_param/SF_param_0/params_prior_1_1.npy') |
|
|
SF_params_prior_2_0 = np.load('SF_param/SF_param_0/params_prior_2_0.npy') |
|
|
SF_params_prior_2_1 = np.load('SF_param/SF_param_0/params_prior_2_1.npy') |
|
|
SF_params_prior_3_0 = np.load('SF_param/SF_param_0/params_prior_3_0.npy') |
|
|
SF_params_prior_3_1 = np.load('SF_param/SF_param_0/params_prior_3_1.npy') |
|
|
SF_params_prior_4_0 = np.load('SF_param/SF_param_0/params_prior_4_0.npy') |
|
|
SF_params_prior_4_1 = np.load('SF_param/SF_param_0/params_prior_4_1.npy') |
|
|
SF_params_prior_5_0 = np.load('SF_param/SF_param_0/params_prior_5_0.npy') |
|
|
SF_params_prior_5_1 = np.load('SF_param/SF_param_0/params_prior_5_1.npy') |
|
|
SF_params_prior_6_0 = np.load('SF_param/SF_param_0/params_prior_6_0.npy') |
|
|
SF_params_prior_6_1 = np.load('SF_param/SF_param_0/params_prior_6_1.npy') |
|
|
SF_params_prior_7_0 = np.load('SF_param/SF_param_0/params_prior_7_0.npy') |
|
|
SF_params_prior_7_1 = np.load('SF_param/SF_param_0/params_prior_7_1.npy') |
|
|
|
|
|
for i in range(N_param_gp-1): |
|
|
|
|
|
print(i) |
|
|
SF_params_0_0 = np.concatenate( (SF_params_0_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_0_0.npy')), axis = 0) |
|
|
SF_params_0_1 = np.concatenate( (SF_params_0_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_0_1.npy')), axis = 0) |
|
|
SF_params_1_0 = np.concatenate( (SF_params_1_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_1_0.npy')), axis = 0) |
|
|
SF_params_1_1 = np.concatenate( (SF_params_1_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_1_1.npy')), axis = 0) |
|
|
SF_params_2_0 = np.concatenate( (SF_params_2_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_2_0.npy')), axis = 0) |
|
|
SF_params_2_1 = np.concatenate( (SF_params_2_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_2_1.npy')), axis = 0) |
|
|
SF_params_3_0 = np.concatenate( (SF_params_3_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_3_0.npy')), axis = 0) |
|
|
SF_params_3_1 = np.concatenate( (SF_params_3_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_3_1.npy')), axis = 0) |
|
|
SF_params_4_0 = np.concatenate( (SF_params_4_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_4_0.npy')), axis = 0) |
|
|
SF_params_4_1 = np.concatenate( (SF_params_4_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_4_1.npy')), axis = 0) |
|
|
SF_params_5_0 = np.concatenate( (SF_params_5_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_5_0.npy')), axis = 0) |
|
|
SF_params_5_1 = np.concatenate( (SF_params_5_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_5_1.npy')), axis = 0) |
|
|
SF_params_6_0 = np.concatenate( (SF_params_6_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_6_0.npy')), axis = 0) |
|
|
SF_params_6_1 = np.concatenate( (SF_params_6_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_6_1.npy')), axis = 0) |
|
|
SF_params_7_0 = np.concatenate( (SF_params_7_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_7_0.npy')), axis = 0) |
|
|
SF_params_7_1 = np.concatenate( (SF_params_7_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_7_1.npy')), axis = 0) |
|
|
|
|
|
SF_params_prior_0_0 = np.concatenate( (SF_params_prior_0_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_0_0.npy')), axis = 0) |
|
|
SF_params_prior_0_1 = np.concatenate( (SF_params_prior_0_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_0_1.npy')), axis = 0) |
|
|
SF_params_prior_1_0 = np.concatenate( (SF_params_prior_1_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_1_0.npy')), axis = 0) |
|
|
SF_params_prior_1_1 = np.concatenate( (SF_params_prior_1_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_1_1.npy')), axis = 0) |
|
|
SF_params_prior_2_0 = np.concatenate( (SF_params_prior_2_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_2_0.npy')), axis = 0) |
|
|
SF_params_prior_2_1 = np.concatenate( (SF_params_prior_2_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_2_1.npy')), axis = 0) |
|
|
SF_params_prior_3_0 = np.concatenate( (SF_params_prior_3_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_3_0.npy')), axis = 0) |
|
|
SF_params_prior_3_1 = np.concatenate( (SF_params_prior_3_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_3_1.npy')), axis = 0) |
|
|
SF_params_prior_4_0 = np.concatenate( (SF_params_prior_4_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_4_0.npy')), axis = 0) |
|
|
SF_params_prior_4_1 = np.concatenate( (SF_params_prior_4_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_4_1.npy')), axis = 0) |
|
|
SF_params_prior_5_0 = np.concatenate( (SF_params_prior_5_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_5_0.npy')), axis = 0) |
|
|
SF_params_prior_5_1 = np.concatenate( (SF_params_prior_5_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_5_1.npy')), axis = 0) |
|
|
SF_params_prior_6_0 = np.concatenate( (SF_params_prior_6_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_6_0.npy')), axis = 0) |
|
|
SF_params_prior_6_1 = np.concatenate( (SF_params_prior_6_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_6_1.npy')), axis = 0) |
|
|
SF_params_prior_7_0 = np.concatenate( (SF_params_prior_7_0, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_7_0.npy')), axis = 0) |
|
|
SF_params_prior_7_1 = np.concatenate( (SF_params_prior_7_1, |
|
|
np.load('SF_param/SF_param_'+str(i+1)+'/params_prior_7_1.npy')), axis = 0) |
|
|
|
|
|
np.save('SF_param/saved_param/SF_params_0_0.npy', SF_params_0_0) |
|
|
np.save('SF_param/saved_param/SF_params_0_1.npy', SF_params_0_1) |
|
|
np.save('SF_param/saved_param/SF_params_1_0.npy', SF_params_1_0) |
|
|
np.save('SF_param/saved_param/SF_params_1_1.npy', SF_params_1_1) |
|
|
np.save('SF_param/saved_param/SF_params_2_0.npy', SF_params_2_0) |
|
|
np.save('SF_param/saved_param/SF_params_2_1.npy', SF_params_2_1) |
|
|
np.save('SF_param/saved_param/SF_params_3_0.npy', SF_params_3_0) |
|
|
np.save('SF_param/saved_param/SF_params_3_1.npy', SF_params_3_1) |
|
|
np.save('SF_param/saved_param/SF_params_4_0.npy', SF_params_4_0) |
|
|
np.save('SF_param/saved_param/SF_params_4_1.npy', SF_params_4_1) |
|
|
np.save('SF_param/saved_param/SF_params_5_0.npy', SF_params_5_0) |
|
|
np.save('SF_param/saved_param/SF_params_5_1.npy', SF_params_5_1) |
|
|
np.save('SF_param/saved_param/SF_params_6_0.npy', SF_params_6_0) |
|
|
np.save('SF_param/saved_param/SF_params_6_1.npy', SF_params_6_1) |
|
|
np.save('SF_param/saved_param/SF_params_7_0.npy', SF_params_7_0) |
|
|
np.save('SF_param/saved_param/SF_params_7_1.npy', SF_params_7_1) |
|
|
|
|
|
np.save('SF_param/saved_param/SF_params_prior_0_0.npy', SF_params_prior_0_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_0_1.npy', SF_params_prior_0_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_1_0.npy', SF_params_prior_1_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_1_1.npy', SF_params_prior_1_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_2_0.npy', SF_params_prior_2_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_2_1.npy', SF_params_prior_2_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_3_0.npy', SF_params_prior_3_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_3_1.npy', SF_params_prior_3_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_4_0.npy', SF_params_prior_4_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_4_1.npy', SF_params_prior_4_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_5_0.npy', SF_params_prior_5_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_5_1.npy', SF_params_prior_5_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_6_0.npy', SF_params_prior_6_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_6_1.npy', SF_params_prior_6_1) |
|
|
np.save('SF_param/saved_param/SF_params_prior_7_0.npy', SF_params_prior_7_0) |
|
|
np.save('SF_param/saved_param/SF_params_prior_7_1.npy', SF_params_prior_7_1) |
|
|
|
