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109 | 109 | "id": "046fb0a3", |
110 | 110 | "metadata": { |
111 | 111 | "execution": { |
112 | | - "iopub.execute_input": "2026-04-23T19:22:36.116059Z", |
113 | | - "iopub.status.busy": "2026-04-23T19:22:36.114777Z", |
114 | | - "iopub.status.idle": "2026-04-23T19:22:37.765041Z", |
115 | | - "shell.execute_reply": "2026-04-23T19:22:37.765041Z" |
| 112 | + "iopub.execute_input": "2026-04-23T21:32:19.608974Z", |
| 113 | + "iopub.status.busy": "2026-04-23T21:32:19.608974Z", |
| 114 | + "iopub.status.idle": "2026-04-23T21:32:20.766682Z", |
| 115 | + "shell.execute_reply": "2026-04-23T21:32:20.766682Z" |
116 | 116 | } |
117 | 117 | }, |
118 | 118 | "outputs": [ |
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154 | 154 | "id": "8f4b903e", |
155 | 155 | "metadata": { |
156 | 156 | "execution": { |
157 | | - "iopub.execute_input": "2026-04-23T19:22:37.768047Z", |
158 | | - "iopub.status.busy": "2026-04-23T19:22:37.767048Z", |
159 | | - "iopub.status.idle": "2026-04-23T19:22:37.773185Z", |
160 | | - "shell.execute_reply": "2026-04-23T19:22:37.773185Z" |
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| 158 | + "iopub.status.busy": "2026-04-23T21:32:20.766682Z", |
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| 160 | + "shell.execute_reply": "2026-04-23T21:32:20.774600Z" |
161 | 161 | } |
162 | 162 | }, |
163 | 163 | "outputs": [ |
|
201 | 201 | "id": "04138f5a", |
202 | 202 | "metadata": { |
203 | 203 | "execution": { |
204 | | - "iopub.execute_input": "2026-04-23T19:22:37.775192Z", |
205 | | - "iopub.status.busy": "2026-04-23T19:22:37.775192Z", |
206 | | - "iopub.status.idle": "2026-04-23T19:22:37.943742Z", |
207 | | - "shell.execute_reply": "2026-04-23T19:22:37.943742Z" |
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| 205 | + "iopub.status.busy": "2026-04-23T21:32:20.774600Z", |
| 206 | + "iopub.status.idle": "2026-04-23T21:32:20.907085Z", |
| 207 | + "shell.execute_reply": "2026-04-23T21:32:20.907085Z" |
208 | 208 | } |
209 | 209 | }, |
210 | 210 | "outputs": [ |
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275 | 275 | "id": "68d30485", |
276 | 276 | "metadata": { |
277 | 277 | "execution": { |
278 | | - "iopub.execute_input": "2026-04-23T19:22:37.946759Z", |
279 | | - "iopub.status.busy": "2026-04-23T19:22:37.946759Z", |
280 | | - "iopub.status.idle": "2026-04-23T19:22:37.954053Z", |
281 | | - "shell.execute_reply": "2026-04-23T19:22:37.954053Z" |
| 278 | + "iopub.execute_input": "2026-04-23T21:32:20.907085Z", |
| 279 | + "iopub.status.busy": "2026-04-23T21:32:20.907085Z", |
| 280 | + "iopub.status.idle": "2026-04-23T21:32:20.915658Z", |
| 281 | + "shell.execute_reply": "2026-04-23T21:32:20.915658Z" |
282 | 282 | } |
283 | 283 | }, |
284 | 284 | "outputs": [ |
|
336 | 336 | "id": "e8aca3ab", |
337 | 337 | "metadata": { |
338 | 338 | "execution": { |
339 | | - "iopub.execute_input": "2026-04-23T19:22:37.957074Z", |
340 | | - "iopub.status.busy": "2026-04-23T19:22:37.956063Z", |
341 | | - "iopub.status.idle": "2026-04-23T19:22:37.964188Z", |
342 | | - "shell.execute_reply": "2026-04-23T19:22:37.964188Z" |
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| 340 | + "iopub.status.busy": "2026-04-23T21:32:20.915658Z", |
| 341 | + "iopub.status.idle": "2026-04-23T21:32:20.922556Z", |
| 342 | + "shell.execute_reply": "2026-04-23T21:32:20.922556Z" |
343 | 343 | } |
344 | 344 | }, |
345 | 345 | "outputs": [ |
|
414 | 414 | "id": "165d8ce2", |
415 | 415 | "metadata": { |
416 | 416 | "execution": { |
417 | | - "iopub.execute_input": "2026-04-23T19:22:37.967196Z", |
418 | | - "iopub.status.busy": "2026-04-23T19:22:37.966200Z", |
419 | | - "iopub.status.idle": "2026-04-23T19:22:47.181149Z", |
420 | | - "shell.execute_reply": "2026-04-23T19:22:47.180831Z" |
| 417 | + "iopub.execute_input": "2026-04-23T21:32:20.922556Z", |
| 418 | + "iopub.status.busy": "2026-04-23T21:32:20.922556Z", |
| 419 | + "iopub.status.idle": "2026-04-23T21:32:29.496509Z", |
| 420 | + "shell.execute_reply": "2026-04-23T21:32:29.496509Z" |
421 | 421 | } |
422 | 422 | }, |
423 | 423 | "outputs": [ |
|
443 | 443 | "sampler.ParallelizeChains = False\n", |
444 | 444 | "\n", |
445 | 445 | "# Optional: Configure sampler settings\n", |
446 | | - "# sampler.SampleSize = 5000 # Number of samples (default is good)\n", |
447 | | - "# sampler.BurnInSamples = 1000 # Burn-in period\n", |
| 446 | + "# sampler.Iterations = 5000 # Total iterations; default is fine for this example\n", |
| 447 | + "# sampler.WarmupIterations = 1000 # Warmup (burn-in) length\n", |
448 | 448 | "\n", |
449 | 449 | "# Initialize sampler at the Maximum a Posteriori (MAP) estimate and covariance matrix (optional, can improve convergence)\n", |
450 | 450 | "sampler.Initialize = MCMCSampler.InitializationType.MAP\n", |
|
477 | 477 | "id": "59d808ac", |
478 | 478 | "metadata": { |
479 | 479 | "execution": { |
480 | | - "iopub.execute_input": "2026-04-23T19:22:47.184150Z", |
481 | | - "iopub.status.busy": "2026-04-23T19:22:47.184150Z", |
482 | | - "iopub.status.idle": "2026-04-23T19:22:47.577027Z", |
483 | | - "shell.execute_reply": "2026-04-23T19:22:47.576508Z" |
| 480 | + "iopub.execute_input": "2026-04-23T21:32:29.496509Z", |
| 481 | + "iopub.status.busy": "2026-04-23T21:32:29.496509Z", |
| 482 | + "iopub.status.idle": "2026-04-23T21:32:29.801456Z", |
| 483 | + "shell.execute_reply": "2026-04-23T21:32:29.801456Z" |
484 | 484 | } |
485 | 485 | }, |
486 | 486 | "outputs": [ |
|
543 | 543 | "id": "8b653f22", |
544 | 544 | "metadata": { |
545 | 545 | "execution": { |
546 | | - "iopub.execute_input": "2026-04-23T19:22:47.579038Z", |
547 | | - "iopub.status.busy": "2026-04-23T19:22:47.579038Z", |
548 | | - "iopub.status.idle": "2026-04-23T19:22:47.592532Z", |
549 | | - "shell.execute_reply": "2026-04-23T19:22:47.592532Z" |
| 546 | + "iopub.execute_input": "2026-04-23T21:32:29.801456Z", |
| 547 | + "iopub.status.busy": "2026-04-23T21:32:29.801456Z", |
| 548 | + "iopub.status.idle": "2026-04-23T21:32:29.814695Z", |
| 549 | + "shell.execute_reply": "2026-04-23T21:32:29.814695Z" |
550 | 550 | } |
551 | 551 | }, |
552 | 552 | "outputs": [ |
|
682 | 682 | "id": "eb20ce0a", |
683 | 683 | "metadata": { |
684 | 684 | "execution": { |
685 | | - "iopub.execute_input": "2026-04-23T19:22:47.595540Z", |
686 | | - "iopub.status.busy": "2026-04-23T19:22:47.594541Z", |
687 | | - "iopub.status.idle": "2026-04-23T19:22:56.424125Z", |
688 | | - "shell.execute_reply": "2026-04-23T19:22:56.423108Z" |
| 685 | + "iopub.execute_input": "2026-04-23T21:32:29.814695Z", |
| 686 | + "iopub.status.busy": "2026-04-23T21:32:29.814695Z", |
| 687 | + "iopub.status.idle": "2026-04-23T21:32:36.457469Z", |
| 688 | + "shell.execute_reply": "2026-04-23T21:32:36.457469Z" |
689 | 689 | } |
690 | 690 | }, |
691 | 691 | "outputs": [ |
|
747 | 747 | "id": "2a1a8d09", |
748 | 748 | "metadata": { |
749 | 749 | "execution": { |
750 | | - "iopub.execute_input": "2026-04-23T19:22:56.427131Z", |
751 | | - "iopub.status.busy": "2026-04-23T19:22:56.426138Z", |
752 | | - "iopub.status.idle": "2026-04-23T19:22:57.138235Z", |
753 | | - "shell.execute_reply": "2026-04-23T19:22:57.138235Z" |
| 750 | + "iopub.execute_input": "2026-04-23T21:32:36.457469Z", |
| 751 | + "iopub.status.busy": "2026-04-23T21:32:36.457469Z", |
| 752 | + "iopub.status.idle": "2026-04-23T21:32:36.956715Z", |
| 753 | + "shell.execute_reply": "2026-04-23T21:32:36.956715Z" |
754 | 754 | } |
755 | 755 | }, |
756 | 756 | "outputs": [ |
|
937 | 937 | "id": "066f0505", |
938 | 938 | "metadata": { |
939 | 939 | "execution": { |
940 | | - "iopub.execute_input": "2026-04-23T19:22:57.140747Z", |
941 | | - "iopub.status.busy": "2026-04-23T19:22:57.140747Z", |
942 | | - "iopub.status.idle": "2026-04-23T19:22:57.518917Z", |
943 | | - "shell.execute_reply": "2026-04-23T19:22:57.518917Z" |
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| 943 | + "shell.execute_reply": "2026-04-23T21:32:37.275812Z" |
944 | 944 | } |
945 | 945 | }, |
946 | 946 | "outputs": [ |
|
1053 | 1053 | ], |
1054 | 1054 | "metadata": { |
1055 | 1055 | "kernelspec": { |
1056 | | - "display_name": ".venv", |
| 1056 | + "display_name": "Python 3 (ipykernel)", |
1057 | 1057 | "language": "python", |
1058 | 1058 | "name": "python3" |
1059 | 1059 | }, |
|
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