|
28 | 28 | }, |
29 | 29 | { |
30 | 30 | "cell_type": "code", |
31 | | - "execution_count": 2, |
| 31 | + "execution_count": 1, |
32 | 32 | "metadata": {}, |
33 | 33 | "outputs": [], |
34 | 34 | "source": [ |
|
53 | 53 | }, |
54 | 54 | { |
55 | 55 | "cell_type": "code", |
56 | | - "execution_count": 3, |
| 56 | + "execution_count": 2, |
57 | 57 | "metadata": {}, |
58 | 58 | "outputs": [], |
59 | 59 | "source": [ |
|
62 | 62 | }, |
63 | 63 | { |
64 | 64 | "cell_type": "code", |
65 | | - "execution_count": 4, |
| 65 | + "execution_count": 3, |
66 | 66 | "metadata": {}, |
67 | 67 | "outputs": [], |
68 | 68 | "source": [ |
|
72 | 72 | }, |
73 | 73 | { |
74 | 74 | "cell_type": "code", |
75 | | - "execution_count": 5, |
| 75 | + "execution_count": 4, |
76 | 76 | "metadata": {}, |
77 | 77 | "outputs": [], |
78 | 78 | "source": [ |
|
97 | 97 | }, |
98 | 98 | { |
99 | 99 | "cell_type": "code", |
100 | | - "execution_count": 6, |
| 100 | + "execution_count": 5, |
101 | 101 | "metadata": {}, |
102 | 102 | "outputs": [ |
103 | 103 | { |
|
131 | 131 | }, |
132 | 132 | { |
133 | 133 | "cell_type": "code", |
134 | | - "execution_count": 7, |
| 134 | + "execution_count": 6, |
135 | 135 | "metadata": {}, |
136 | 136 | "outputs": [ |
137 | 137 | { |
|
155 | 155 | }, |
156 | 156 | { |
157 | 157 | "cell_type": "code", |
158 | | - "execution_count": 8, |
| 158 | + "execution_count": 7, |
159 | 159 | "metadata": {}, |
160 | 160 | "outputs": [ |
161 | 161 | { |
|
191 | 191 | }, |
192 | 192 | { |
193 | 193 | "cell_type": "code", |
194 | | - "execution_count": 9, |
| 194 | + "execution_count": 8, |
195 | 195 | "metadata": {}, |
196 | 196 | "outputs": [], |
197 | 197 | "source": [ |
|
200 | 200 | }, |
201 | 201 | { |
202 | 202 | "cell_type": "code", |
203 | | - "execution_count": 10, |
| 203 | + "execution_count": 9, |
204 | 204 | "metadata": {}, |
205 | 205 | "outputs": [ |
206 | 206 | { |
|
238 | 238 | }, |
239 | 239 | { |
240 | 240 | "cell_type": "code", |
241 | | - "execution_count": 11, |
| 241 | + "execution_count": 10, |
242 | 242 | "metadata": {}, |
243 | 243 | "outputs": [], |
244 | 244 | "source": [ |
|
257 | 257 | }, |
258 | 258 | { |
259 | 259 | "cell_type": "code", |
260 | | - "execution_count": 12, |
| 260 | + "execution_count": 11, |
261 | 261 | "metadata": {}, |
262 | 262 | "outputs": [ |
263 | 263 | { |
|
274 | 274 | }, |
275 | 275 | { |
276 | 276 | "cell_type": "code", |
277 | | - "execution_count": 13, |
| 277 | + "execution_count": 12, |
278 | 278 | "metadata": {}, |
279 | 279 | "outputs": [], |
280 | 280 | "source": [ |
|
286 | 286 | }, |
287 | 287 | { |
288 | 288 | "cell_type": "code", |
289 | | - "execution_count": 14, |
| 289 | + "execution_count": 13, |
290 | 290 | "metadata": {}, |
291 | 291 | "outputs": [ |
292 | 292 | { |
|
318 | 318 | }, |
319 | 319 | { |
320 | 320 | "cell_type": "code", |
321 | | - "execution_count": 15, |
| 321 | + "execution_count": 14, |
322 | 322 | "metadata": {}, |
323 | 323 | "outputs": [], |
324 | 324 | "source": [ |
|
341 | 341 | }, |
342 | 342 | { |
343 | 343 | "cell_type": "code", |
344 | | - "execution_count": 16, |
| 344 | + "execution_count": 15, |
345 | 345 | "metadata": {}, |
346 | 346 | "outputs": [], |
347 | 347 | "source": [ |
|
351 | 351 | }, |
352 | 352 | { |
353 | 353 | "cell_type": "code", |
354 | | - "execution_count": 17, |
| 354 | + "execution_count": 16, |
355 | 355 | "metadata": {}, |
356 | 356 | "outputs": [ |
357 | 357 | { |
|
387 | 387 | }, |
388 | 388 | { |
389 | 389 | "cell_type": "code", |
390 | | - "execution_count": 18, |
| 390 | + "execution_count": 17, |
391 | 391 | "metadata": {}, |
392 | 392 | "outputs": [], |
393 | 393 | "source": [ |
|
396 | 396 | }, |
397 | 397 | { |
398 | 398 | "cell_type": "code", |
399 | | - "execution_count": 19, |
| 399 | + "execution_count": 18, |
400 | 400 | "metadata": {}, |
401 | 401 | "outputs": [ |
402 | 402 | { |
|
410 | 410 | "source": [ |
411 | 411 | "new_optimizer = BayesianOptimization(\n", |
412 | 412 | " f=black_box_function,\n", |
413 | | - " pbounds={\"x\": (-2, 2), \"y\": (-2, 2)},\n", |
| 413 | + " pbounds={\"x\": (-3, 3), \"y\": (-3, 3)},\n", |
414 | 414 | " verbose=2,\n", |
415 | 415 | " random_state=7,\n", |
416 | 416 | ")\n", |
|
419 | 419 | }, |
420 | 420 | { |
421 | 421 | "cell_type": "code", |
422 | | - "execution_count": 20, |
| 422 | + "execution_count": 19, |
423 | 423 | "metadata": {}, |
424 | 424 | "outputs": [], |
425 | 425 | "source": [ |
|
428 | 428 | }, |
429 | 429 | { |
430 | 430 | "cell_type": "code", |
431 | | - "execution_count": 21, |
| 431 | + "execution_count": 20, |
432 | 432 | "metadata": {}, |
433 | 433 | "outputs": [ |
434 | 434 | { |
|
445 | 445 | }, |
446 | 446 | { |
447 | 447 | "cell_type": "code", |
448 | | - "execution_count": 22, |
| 448 | + "execution_count": 21, |
449 | 449 | "metadata": {}, |
450 | 450 | "outputs": [ |
451 | 451 | { |
|
454 | 454 | "text": [ |
455 | 455 | "| iter | target | x | y |\n", |
456 | 456 | "-------------------------------------------------\n", |
457 | | - "| \u001b[39m1 \u001b[39m | \u001b[39m-7.101 \u001b[39m | \u001b[39m1.9973177\u001b[39m | \u001b[39m-1.027773\u001b[39m |\n", |
458 | | - "| \u001b[39m2 \u001b[39m | \u001b[39m-0.6311 \u001b[39m | \u001b[39m-0.806373\u001b[39m | \u001b[39m1.9903823\u001b[39m |\n", |
459 | | - "| \u001b[39m3 \u001b[39m | \u001b[39m0.2572 \u001b[39m | \u001b[39m0.6921933\u001b[39m | \u001b[39m0.4865326\u001b[39m |\n", |
460 | | - "| \u001b[39m4 \u001b[39m | \u001b[39m-3.0 \u001b[39m | \u001b[39m1.9990210\u001b[39m | \u001b[39m0.9362987\u001b[39m |\n", |
461 | | - "| \u001b[39m5 \u001b[39m | \u001b[39m0.9011 \u001b[39m | \u001b[39m0.1556921\u001b[39m | \u001b[39m0.7268099\u001b[39m |\n", |
462 | | - "| \u001b[39m6 \u001b[39m | \u001b[39m0.9082 \u001b[39m | \u001b[39m-0.238045\u001b[39m | \u001b[39m1.1874540\u001b[39m |\n", |
463 | | - "| \u001b[35m7 \u001b[39m | \u001b[35m0.9988 \u001b[39m | \u001b[35m0.0204153\u001b[39m | \u001b[35m0.9723584\u001b[39m |\n", |
464 | | - "| \u001b[39m8 \u001b[39m | \u001b[39m0.8702 \u001b[39m | \u001b[39m0.3580753\u001b[39m | \u001b[39m0.9606191\u001b[39m |\n", |
465 | | - "| \u001b[39m9 \u001b[39m | \u001b[39m0.997 \u001b[39m | \u001b[39m-0.046534\u001b[39m | \u001b[39m1.0287398\u001b[39m |\n", |
466 | | - "| \u001b[39m10 \u001b[39m | \u001b[39m0.9979 \u001b[39m | \u001b[39m0.0295378\u001b[39m | \u001b[39m1.0346895\u001b[39m |\n", |
| 457 | + "| \u001b[39m1 \u001b[39m | \u001b[39m-14.44 \u001b[39m | \u001b[39m2.9959766\u001b[39m | \u001b[39m-1.541659\u001b[39m |\n", |
| 458 | + "| \u001b[39m2 \u001b[39m | \u001b[39m-3.938 \u001b[39m | \u001b[39m-0.992603\u001b[39m | \u001b[39m2.9881975\u001b[39m |\n", |
| 459 | + "| \u001b[39m3 \u001b[39m | \u001b[39m-11.67 \u001b[39m | \u001b[39m2.9842190\u001b[39m | \u001b[39m2.9398042\u001b[39m |\n", |
| 460 | + "| \u001b[39m4 \u001b[39m | \u001b[39m-11.43 \u001b[39m | \u001b[39m-2.966518\u001b[39m | \u001b[39m2.9062210\u001b[39m |\n", |
| 461 | + "| \u001b[39m5 \u001b[39m | \u001b[39m0.3045 \u001b[39m | \u001b[39m-0.564519\u001b[39m | \u001b[39m1.6138208\u001b[39m |\n", |
| 462 | + "| \u001b[39m6 \u001b[39m | \u001b[39m-3.176 \u001b[39m | \u001b[39m0.4898552\u001b[39m | \u001b[39m2.9838862\u001b[39m |\n", |
| 463 | + "| \u001b[39m7 \u001b[39m | \u001b[39m0.05155 \u001b[39m | \u001b[39m0.7608462\u001b[39m | \u001b[39m0.3920796\u001b[39m |\n", |
| 464 | + "| \u001b[39m8 \u001b[39m | \u001b[39m-0.2096 \u001b[39m | \u001b[39m-0.196874\u001b[39m | \u001b[39m-0.082066\u001b[39m |\n", |
| 465 | + "| \u001b[39m9 \u001b[39m | \u001b[39m0.822 \u001b[39m | \u001b[39m0.2125014\u001b[39m | \u001b[39m0.6354894\u001b[39m |\n", |
| 466 | + "| \u001b[39m10 \u001b[39m | \u001b[39m0.2598 \u001b[39m | \u001b[39m-0.769932\u001b[39m | \u001b[39m0.6160238\u001b[39m |\n", |
467 | 467 | "=================================================\n" |
468 | 468 | ] |
469 | 469 | } |
|
496 | 496 | }, |
497 | 497 | { |
498 | 498 | "cell_type": "code", |
499 | | - "execution_count": 23, |
| 499 | + "execution_count": 22, |
500 | 500 | "metadata": {}, |
501 | 501 | "outputs": [], |
502 | 502 | "source": [ |
|
514 | 514 | }, |
515 | 515 | { |
516 | 516 | "cell_type": "code", |
517 | | - "execution_count": 24, |
| 517 | + "execution_count": 23, |
518 | 518 | "metadata": {}, |
519 | 519 | "outputs": [], |
520 | 520 | "source": [ |
|
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