File size: 31,954 Bytes
d173fd4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue Sep 5 13:42:56 2023
@author: mohamedazizbhouri
"""
import numpy as np
N_param_gp = 128
is_MF = 0
is_LF = 0
is_SF = 1
if is_MF == 1:
HF_params_0_0 = np.load('MF_param/MF_param_0/HF_params_0_0.npy')
HF_params_0_1 = np.load('MF_param/MF_param_0/HF_params_0_1.npy')
HF_params_1_0 = np.load('MF_param/MF_param_0/HF_params_1_0.npy')
HF_params_1_1 = np.load('MF_param/MF_param_0/HF_params_1_1.npy')
HF_params_2_0 = np.load('MF_param/MF_param_0/HF_params_2_0.npy')
HF_params_2_1 = np.load('MF_param/MF_param_0/HF_params_2_1.npy')
HF_params_3_0 = np.load('MF_param/MF_param_0/HF_params_3_0.npy')
HF_params_3_1 = np.load('MF_param/MF_param_0/HF_params_3_1.npy')
HF_params_4_0 = np.load('MF_param/MF_param_0/HF_params_4_0.npy')
HF_params_4_1 = np.load('MF_param/MF_param_0/HF_params_4_1.npy')
HF_params_5_0 = np.load('MF_param/MF_param_0/HF_params_5_0.npy')
HF_params_5_1 = np.load('MF_param/MF_param_0/HF_params_5_1.npy')
HF_params_6_0 = np.load('MF_param/MF_param_0/HF_params_6_0.npy')
HF_params_6_1 = np.load('MF_param/MF_param_0/HF_params_6_1.npy')
HF_params_7_0 = np.load('MF_param/MF_param_0/HF_params_7_0.npy')
HF_params_7_1 = np.load('MF_param/MF_param_0/HF_params_7_1.npy')
HF_params_prior_0_0 = np.load('MF_param/MF_param_0/HF_params_prior_0_0.npy')
HF_params_prior_0_1 = np.load('MF_param/MF_param_0/HF_params_prior_0_1.npy')
HF_params_prior_1_0 = np.load('MF_param/MF_param_0/HF_params_prior_1_0.npy')
HF_params_prior_1_1 = np.load('MF_param/MF_param_0/HF_params_prior_1_1.npy')
HF_params_prior_2_0 = np.load('MF_param/MF_param_0/HF_params_prior_2_0.npy')
HF_params_prior_2_1 = np.load('MF_param/MF_param_0/HF_params_prior_2_1.npy')
HF_params_prior_3_0 = np.load('MF_param/MF_param_0/HF_params_prior_3_0.npy')
HF_params_prior_3_1 = np.load('MF_param/MF_param_0/HF_params_prior_3_1.npy')
HF_params_prior_4_0 = np.load('MF_param/MF_param_0/HF_params_prior_4_0.npy')
HF_params_prior_4_1 = np.load('MF_param/MF_param_0/HF_params_prior_4_1.npy')
HF_params_prior_5_0 = np.load('MF_param/MF_param_0/HF_params_prior_5_0.npy')
HF_params_prior_5_1 = np.load('MF_param/MF_param_0/HF_params_prior_5_1.npy')
HF_params_prior_6_0 = np.load('MF_param/MF_param_0/HF_params_prior_6_0.npy')
HF_params_prior_6_1 = np.load('MF_param/MF_param_0/HF_params_prior_6_1.npy')
HF_params_prior_7_0 = np.load('MF_param/MF_param_0/HF_params_prior_7_0.npy')
HF_params_prior_7_1 = np.load('MF_param/MF_param_0/HF_params_prior_7_1.npy')
for i in range(N_param_gp-1):
print(i)
HF_params_0_0 = np.concatenate( (HF_params_0_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_0_0.npy')), axis = 0)
HF_params_0_1 = np.concatenate( (HF_params_0_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_0_1.npy')), axis = 0)
HF_params_1_0 = np.concatenate( (HF_params_1_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_1_0.npy')), axis = 0)
HF_params_1_1 = np.concatenate( (HF_params_1_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_1_1.npy')), axis = 0)
HF_params_2_0 = np.concatenate( (HF_params_2_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_2_0.npy')), axis = 0)
HF_params_2_1 = np.concatenate( (HF_params_2_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_2_1.npy')), axis = 0)
HF_params_3_0 = np.concatenate( (HF_params_3_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_3_0.npy')), axis = 0)
HF_params_3_1 = np.concatenate( (HF_params_3_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_3_1.npy')), axis = 0)
HF_params_4_0 = np.concatenate( (HF_params_4_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_4_0.npy')), axis = 0)
HF_params_4_1 = np.concatenate( (HF_params_4_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_4_1.npy')), axis = 0)
HF_params_5_0 = np.concatenate( (HF_params_5_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_5_0.npy')), axis = 0)
HF_params_5_1 = np.concatenate( (HF_params_5_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_5_1.npy')), axis = 0)
HF_params_6_0 = np.concatenate( (HF_params_6_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_6_0.npy')), axis = 0)
HF_params_6_1 = np.concatenate( (HF_params_6_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_6_1.npy')), axis = 0)
HF_params_7_0 = np.concatenate( (HF_params_7_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_7_0.npy')), axis = 0)
HF_params_7_1 = np.concatenate( (HF_params_7_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_7_1.npy')), axis = 0)
HF_params_prior_0_0 = np.concatenate( (HF_params_prior_0_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_0_0.npy')), axis = 0)
HF_params_prior_0_1 = np.concatenate( (HF_params_prior_0_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_0_1.npy')), axis = 0)
HF_params_prior_1_0 = np.concatenate( (HF_params_prior_1_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_1_0.npy')), axis = 0)
HF_params_prior_1_1 = np.concatenate( (HF_params_prior_1_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_1_1.npy')), axis = 0)
HF_params_prior_2_0 = np.concatenate( (HF_params_prior_2_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_2_0.npy')), axis = 0)
HF_params_prior_2_1 = np.concatenate( (HF_params_prior_2_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_2_1.npy')), axis = 0)
HF_params_prior_3_0 = np.concatenate( (HF_params_prior_3_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_3_0.npy')), axis = 0)
HF_params_prior_3_1 = np.concatenate( (HF_params_prior_3_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_3_1.npy')), axis = 0)
HF_params_prior_4_0 = np.concatenate( (HF_params_prior_4_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_4_0.npy')), axis = 0)
HF_params_prior_4_1 = np.concatenate( (HF_params_prior_4_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_4_1.npy')), axis = 0)
HF_params_prior_5_0 = np.concatenate( (HF_params_prior_5_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_5_0.npy')), axis = 0)
HF_params_prior_5_1 = np.concatenate( (HF_params_prior_5_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_5_1.npy')), axis = 0)
HF_params_prior_6_0 = np.concatenate( (HF_params_prior_6_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_6_0.npy')), axis = 0)
HF_params_prior_6_1 = np.concatenate( (HF_params_prior_6_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_6_1.npy')), axis = 0)
HF_params_prior_7_0 = np.concatenate( (HF_params_prior_7_0,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_7_0.npy')), axis = 0)
HF_params_prior_7_1 = np.concatenate( (HF_params_prior_7_1,
np.load('MF_param/MF_param_'+str(i+1)+'/HF_params_prior_7_1.npy')), axis = 0)
np.save('MF_param/saved_param/HF_params_0_0.npy', HF_params_0_0)
np.save('MF_param/saved_param/HF_params_0_1.npy', HF_params_0_1)
np.save('MF_param/saved_param/HF_params_1_0.npy', HF_params_1_0)
np.save('MF_param/saved_param/HF_params_1_1.npy', HF_params_1_1)
np.save('MF_param/saved_param/HF_params_2_0.npy', HF_params_2_0)
np.save('MF_param/saved_param/HF_params_2_1.npy', HF_params_2_1)
np.save('MF_param/saved_param/HF_params_3_0.npy', HF_params_3_0)
np.save('MF_param/saved_param/HF_params_3_1.npy', HF_params_3_1)
np.save('MF_param/saved_param/HF_params_4_0.npy', HF_params_4_0)
np.save('MF_param/saved_param/HF_params_4_1.npy', HF_params_4_1)
np.save('MF_param/saved_param/HF_params_5_0.npy', HF_params_5_0)
np.save('MF_param/saved_param/HF_params_5_1.npy', HF_params_5_1)
np.save('MF_param/saved_param/HF_params_6_0.npy', HF_params_6_0)
np.save('MF_param/saved_param/HF_params_6_1.npy', HF_params_6_1)
np.save('MF_param/saved_param/HF_params_7_0.npy', HF_params_7_0)
np.save('MF_param/saved_param/HF_params_7_1.npy', HF_params_7_1)
np.save('MF_param/saved_param/HF_params_prior_0_0.npy', HF_params_prior_0_0)
np.save('MF_param/saved_param/HF_params_prior_0_1.npy', HF_params_prior_0_1)
np.save('MF_param/saved_param/HF_params_prior_1_0.npy', HF_params_prior_1_0)
np.save('MF_param/saved_param/HF_params_prior_1_1.npy', HF_params_prior_1_1)
np.save('MF_param/saved_param/HF_params_prior_2_0.npy', HF_params_prior_2_0)
np.save('MF_param/saved_param/HF_params_prior_2_1.npy', HF_params_prior_2_1)
np.save('MF_param/saved_param/HF_params_prior_3_0.npy', HF_params_prior_3_0)
np.save('MF_param/saved_param/HF_params_prior_3_1.npy', HF_params_prior_3_1)
np.save('MF_param/saved_param/HF_params_prior_4_0.npy', HF_params_prior_4_0)
np.save('MF_param/saved_param/HF_params_prior_4_1.npy', HF_params_prior_4_1)
np.save('MF_param/saved_param/HF_params_prior_5_0.npy', HF_params_prior_5_0)
np.save('MF_param/saved_param/HF_params_prior_5_1.npy', HF_params_prior_5_1)
np.save('MF_param/saved_param/HF_params_prior_6_0.npy', HF_params_prior_6_0)
np.save('MF_param/saved_param/HF_params_prior_6_1.npy', HF_params_prior_6_1)
np.save('MF_param/saved_param/HF_params_prior_7_0.npy', HF_params_prior_7_0)
np.save('MF_param/saved_param/HF_params_prior_7_1.npy', HF_params_prior_7_1)
if is_LF == 1:
LF_params_0_0 = np.load('MF_param/MF_param_0/LF_params_0_0.npy')
LF_params_0_1 = np.load('MF_param/MF_param_0/LF_params_0_1.npy')
LF_params_1_0 = np.load('MF_param/MF_param_0/LF_params_1_0.npy')
LF_params_1_1 = np.load('MF_param/MF_param_0/LF_params_1_1.npy')
LF_params_2_0 = np.load('MF_param/MF_param_0/LF_params_2_0.npy')
LF_params_2_1 = np.load('MF_param/MF_param_0/LF_params_2_1.npy')
LF_params_3_0 = np.load('MF_param/MF_param_0/LF_params_3_0.npy')
LF_params_3_1 = np.load('MF_param/MF_param_0/LF_params_3_1.npy')
LF_params_4_0 = np.load('MF_param/MF_param_0/LF_params_4_0.npy')
LF_params_4_1 = np.load('MF_param/MF_param_0/LF_params_4_1.npy')
LF_params_5_0 = np.load('MF_param/MF_param_0/LF_params_5_0.npy')
LF_params_5_1 = np.load('MF_param/MF_param_0/LF_params_5_1.npy')
LF_params_6_0 = np.load('MF_param/MF_param_0/LF_params_6_0.npy')
LF_params_6_1 = np.load('MF_param/MF_param_0/LF_params_6_1.npy')
LF_params_7_0 = np.load('MF_param/MF_param_0/LF_params_7_0.npy')
LF_params_7_1 = np.load('MF_param/MF_param_0/LF_params_7_1.npy')
LF_params_prior_0_0 = np.load('MF_param/MF_param_0/LF_params_prior_0_0.npy')
LF_params_prior_0_1 = np.load('MF_param/MF_param_0/LF_params_prior_0_1.npy')
LF_params_prior_1_0 = np.load('MF_param/MF_param_0/LF_params_prior_1_0.npy')
LF_params_prior_1_1 = np.load('MF_param/MF_param_0/LF_params_prior_1_1.npy')
LF_params_prior_2_0 = np.load('MF_param/MF_param_0/LF_params_prior_2_0.npy')
LF_params_prior_2_1 = np.load('MF_param/MF_param_0/LF_params_prior_2_1.npy')
LF_params_prior_3_0 = np.load('MF_param/MF_param_0/LF_params_prior_3_0.npy')
LF_params_prior_3_1 = np.load('MF_param/MF_param_0/LF_params_prior_3_1.npy')
LF_params_prior_4_0 = np.load('MF_param/MF_param_0/LF_params_prior_4_0.npy')
LF_params_prior_4_1 = np.load('MF_param/MF_param_0/LF_params_prior_4_1.npy')
LF_params_prior_5_0 = np.load('MF_param/MF_param_0/LF_params_prior_5_0.npy')
LF_params_prior_5_1 = np.load('MF_param/MF_param_0/LF_params_prior_5_1.npy')
LF_params_prior_6_0 = np.load('MF_param/MF_param_0/LF_params_prior_6_0.npy')
LF_params_prior_6_1 = np.load('MF_param/MF_param_0/LF_params_prior_6_1.npy')
LF_params_prior_7_0 = np.load('MF_param/MF_param_0/LF_params_prior_7_0.npy')
LF_params_prior_7_1 = np.load('MF_param/MF_param_0/LF_params_prior_7_1.npy')
for i in range(N_param_gp-1):
print(i)
LF_params_0_0 = np.concatenate( (LF_params_0_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_0_0.npy')), axis = 0)
LF_params_0_1 = np.concatenate( (LF_params_0_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_0_1.npy')), axis = 0)
LF_params_1_0 = np.concatenate( (LF_params_1_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_1_0.npy')), axis = 0)
LF_params_1_1 = np.concatenate( (LF_params_1_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_1_1.npy')), axis = 0)
LF_params_2_0 = np.concatenate( (LF_params_2_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_2_0.npy')), axis = 0)
LF_params_2_1 = np.concatenate( (LF_params_2_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_2_1.npy')), axis = 0)
LF_params_3_0 = np.concatenate( (LF_params_3_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_3_0.npy')), axis = 0)
LF_params_3_1 = np.concatenate( (LF_params_3_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_3_1.npy')), axis = 0)
LF_params_4_0 = np.concatenate( (LF_params_4_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_4_0.npy')), axis = 0)
LF_params_4_1 = np.concatenate( (LF_params_4_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_4_1.npy')), axis = 0)
LF_params_5_0 = np.concatenate( (LF_params_5_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_5_0.npy')), axis = 0)
LF_params_5_1 = np.concatenate( (LF_params_5_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_5_1.npy')), axis = 0)
LF_params_6_0 = np.concatenate( (LF_params_6_0,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_6_0.npy')), axis = 0)
LF_params_6_1 = np.concatenate( (LF_params_6_1,
np.load('MF_param/MF_param_'+str(i+1)+'/LF_params_6_1.npy')), axis = 0)
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)
|