|
113 | 113 | "execution_count": 1,
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114 | 114 | "metadata": {
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115 | 115 | "execution": {
|
116 |
| - "iopub.execute_input": "2025-02-06T02:05:21.034596Z", |
117 |
| - "iopub.status.busy": "2025-02-06T02:05:21.034418Z", |
118 |
| - "iopub.status.idle": "2025-02-06T02:05:22.358107Z", |
119 |
| - "shell.execute_reply": "2025-02-06T02:05:22.357542Z" |
| 116 | + "iopub.execute_input": "2025-02-27T14:49:36.606097Z", |
| 117 | + "iopub.status.busy": "2025-02-27T14:49:36.605716Z", |
| 118 | + "iopub.status.idle": "2025-02-27T14:49:38.084708Z", |
| 119 | + "shell.execute_reply": "2025-02-27T14:49:38.084117Z" |
120 | 120 | },
|
121 | 121 | "nbsphinx": "hidden"
|
122 | 122 | },
|
|
126 | 126 | "dependencies = [\"cleanlab\"]\n",
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127 | 127 | "\n",
|
128 | 128 | "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n",
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129 |
| - " %pip install git+https://github.com/cleanlab/cleanlab.git@d083bb5cb45534444fa4f8f9826e9835e4711da7\n", |
| 129 | + " %pip install git+https://github.com/cleanlab/cleanlab.git@874f7c2730fbd641fd4a4cfba919631c6191e5e4\n", |
130 | 130 | " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
|
131 | 131 | " %pip install $cmd\n",
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132 | 132 | "else:\n",
|
|
151 | 151 | "execution_count": 2,
|
152 | 152 | "metadata": {
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153 | 153 | "execution": {
|
154 |
| - "iopub.execute_input": "2025-02-06T02:05:22.360529Z", |
155 |
| - "iopub.status.busy": "2025-02-06T02:05:22.360008Z", |
156 |
| - "iopub.status.idle": "2025-02-06T02:05:22.379221Z", |
157 |
| - "shell.execute_reply": "2025-02-06T02:05:22.378775Z" |
| 154 | + "iopub.execute_input": "2025-02-27T14:49:38.087265Z", |
| 155 | + "iopub.status.busy": "2025-02-27T14:49:38.086655Z", |
| 156 | + "iopub.status.idle": "2025-02-27T14:49:38.106848Z", |
| 157 | + "shell.execute_reply": "2025-02-27T14:49:38.106221Z" |
158 | 158 | }
|
159 | 159 | },
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160 | 160 | "outputs": [],
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195 | 195 | "execution_count": 3,
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196 | 196 | "metadata": {
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197 | 197 | "execution": {
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198 |
| - "iopub.execute_input": "2025-02-06T02:05:22.381231Z", |
199 |
| - "iopub.status.busy": "2025-02-06T02:05:22.380811Z", |
200 |
| - "iopub.status.idle": "2025-02-06T02:05:22.666658Z", |
201 |
| - "shell.execute_reply": "2025-02-06T02:05:22.666050Z" |
| 198 | + "iopub.execute_input": "2025-02-27T14:49:38.109301Z", |
| 199 | + "iopub.status.busy": "2025-02-27T14:49:38.108785Z", |
| 200 | + "iopub.status.idle": "2025-02-27T14:49:38.350194Z", |
| 201 | + "shell.execute_reply": "2025-02-27T14:49:38.349570Z" |
202 | 202 | }
|
203 | 203 | },
|
204 | 204 | "outputs": [
|
|
305 | 305 | "execution_count": 4,
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306 | 306 | "metadata": {
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307 | 307 | "execution": {
|
308 |
| - "iopub.execute_input": "2025-02-06T02:05:22.698229Z", |
309 |
| - "iopub.status.busy": "2025-02-06T02:05:22.697806Z", |
310 |
| - "iopub.status.idle": "2025-02-06T02:05:22.701567Z", |
311 |
| - "shell.execute_reply": "2025-02-06T02:05:22.701102Z" |
| 308 | + "iopub.execute_input": "2025-02-27T14:49:38.384226Z", |
| 309 | + "iopub.status.busy": "2025-02-27T14:49:38.383651Z", |
| 310 | + "iopub.status.idle": "2025-02-27T14:49:38.389942Z", |
| 311 | + "shell.execute_reply": "2025-02-27T14:49:38.389301Z" |
312 | 312 | }
|
313 | 313 | },
|
314 | 314 | "outputs": [],
|
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329 | 329 | "execution_count": 5,
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330 | 330 | "metadata": {
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331 | 331 | "execution": {
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332 |
| - "iopub.execute_input": "2025-02-06T02:05:22.703254Z", |
333 |
| - "iopub.status.busy": "2025-02-06T02:05:22.702920Z", |
334 |
| - "iopub.status.idle": "2025-02-06T02:05:22.711364Z", |
335 |
| - "shell.execute_reply": "2025-02-06T02:05:22.710769Z" |
| 332 | + "iopub.execute_input": "2025-02-27T14:49:38.392030Z", |
| 333 | + "iopub.status.busy": "2025-02-27T14:49:38.391659Z", |
| 334 | + "iopub.status.idle": "2025-02-27T14:49:38.400758Z", |
| 335 | + "shell.execute_reply": "2025-02-27T14:49:38.400212Z" |
336 | 336 | }
|
337 | 337 | },
|
338 | 338 | "outputs": [],
|
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384 | 384 | "execution_count": 6,
|
385 | 385 | "metadata": {
|
386 | 386 | "execution": {
|
387 |
| - "iopub.execute_input": "2025-02-06T02:05:22.713362Z", |
388 |
| - "iopub.status.busy": "2025-02-06T02:05:22.713016Z", |
389 |
| - "iopub.status.idle": "2025-02-06T02:05:22.715682Z", |
390 |
| - "shell.execute_reply": "2025-02-06T02:05:22.715204Z" |
| 387 | + "iopub.execute_input": "2025-02-27T14:49:38.403166Z", |
| 388 | + "iopub.status.busy": "2025-02-27T14:49:38.402638Z", |
| 389 | + "iopub.status.idle": "2025-02-27T14:49:38.405799Z", |
| 390 | + "shell.execute_reply": "2025-02-27T14:49:38.405181Z" |
391 | 391 | }
|
392 | 392 | },
|
393 | 393 | "outputs": [],
|
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409 | 409 | "execution_count": 7,
|
410 | 410 | "metadata": {
|
411 | 411 | "execution": {
|
412 |
| - "iopub.execute_input": "2025-02-06T02:05:22.717318Z", |
413 |
| - "iopub.status.busy": "2025-02-06T02:05:22.716994Z", |
414 |
| - "iopub.status.idle": "2025-02-06T02:05:23.240125Z", |
415 |
| - "shell.execute_reply": "2025-02-06T02:05:23.239512Z" |
| 412 | + "iopub.execute_input": "2025-02-27T14:49:38.407622Z", |
| 413 | + "iopub.status.busy": "2025-02-27T14:49:38.407435Z", |
| 414 | + "iopub.status.idle": "2025-02-27T14:49:38.949800Z", |
| 415 | + "shell.execute_reply": "2025-02-27T14:49:38.949204Z" |
416 | 416 | }
|
417 | 417 | },
|
418 | 418 | "outputs": [],
|
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446 | 446 | "execution_count": 8,
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447 | 447 | "metadata": {
|
448 | 448 | "execution": {
|
449 |
| - "iopub.execute_input": "2025-02-06T02:05:23.242285Z", |
450 |
| - "iopub.status.busy": "2025-02-06T02:05:23.241908Z", |
451 |
| - "iopub.status.idle": "2025-02-06T02:05:25.128861Z", |
452 |
| - "shell.execute_reply": "2025-02-06T02:05:25.128163Z" |
| 449 | + "iopub.execute_input": "2025-02-27T14:49:38.951933Z", |
| 450 | + "iopub.status.busy": "2025-02-27T14:49:38.951716Z", |
| 451 | + "iopub.status.idle": "2025-02-27T14:49:41.148902Z", |
| 452 | + "shell.execute_reply": "2025-02-27T14:49:41.148151Z" |
453 | 453 | }
|
454 | 454 | },
|
455 | 455 | "outputs": [
|
|
481 | 481 | "execution_count": 9,
|
482 | 482 | "metadata": {
|
483 | 483 | "execution": {
|
484 |
| - "iopub.execute_input": "2025-02-06T02:05:25.131569Z", |
485 |
| - "iopub.status.busy": "2025-02-06T02:05:25.130633Z", |
486 |
| - "iopub.status.idle": "2025-02-06T02:05:25.141126Z", |
487 |
| - "shell.execute_reply": "2025-02-06T02:05:25.140665Z" |
| 484 | + "iopub.execute_input": "2025-02-27T14:49:41.151452Z", |
| 485 | + "iopub.status.busy": "2025-02-27T14:49:41.150754Z", |
| 486 | + "iopub.status.idle": "2025-02-27T14:49:41.162098Z", |
| 487 | + "shell.execute_reply": "2025-02-27T14:49:41.161582Z" |
488 | 488 | }
|
489 | 489 | },
|
490 | 490 | "outputs": [
|
|
605 | 605 | "execution_count": 10,
|
606 | 606 | "metadata": {
|
607 | 607 | "execution": {
|
608 |
| - "iopub.execute_input": "2025-02-06T02:05:25.142959Z", |
609 |
| - "iopub.status.busy": "2025-02-06T02:05:25.142631Z", |
610 |
| - "iopub.status.idle": "2025-02-06T02:05:25.146687Z", |
611 |
| - "shell.execute_reply": "2025-02-06T02:05:25.146254Z" |
| 608 | + "iopub.execute_input": "2025-02-27T14:49:41.163924Z", |
| 609 | + "iopub.status.busy": "2025-02-27T14:49:41.163727Z", |
| 610 | + "iopub.status.idle": "2025-02-27T14:49:41.168377Z", |
| 611 | + "shell.execute_reply": "2025-02-27T14:49:41.167906Z" |
612 | 612 | }
|
613 | 613 | },
|
614 | 614 | "outputs": [],
|
|
633 | 633 | "execution_count": 11,
|
634 | 634 | "metadata": {
|
635 | 635 | "execution": {
|
636 |
| - "iopub.execute_input": "2025-02-06T02:05:25.148422Z", |
637 |
| - "iopub.status.busy": "2025-02-06T02:05:25.148103Z", |
638 |
| - "iopub.status.idle": "2025-02-06T02:05:25.155227Z", |
639 |
| - "shell.execute_reply": "2025-02-06T02:05:25.154767Z" |
| 636 | + "iopub.execute_input": "2025-02-27T14:49:41.170247Z", |
| 637 | + "iopub.status.busy": "2025-02-27T14:49:41.170051Z", |
| 638 | + "iopub.status.idle": "2025-02-27T14:49:41.178234Z", |
| 639 | + "shell.execute_reply": "2025-02-27T14:49:41.177747Z" |
640 | 640 | }
|
641 | 641 | },
|
642 | 642 | "outputs": [],
|
|
658 | 658 | "execution_count": 12,
|
659 | 659 | "metadata": {
|
660 | 660 | "execution": {
|
661 |
| - "iopub.execute_input": "2025-02-06T02:05:25.156981Z", |
662 |
| - "iopub.status.busy": "2025-02-06T02:05:25.156684Z", |
663 |
| - "iopub.status.idle": "2025-02-06T02:05:25.270336Z", |
664 |
| - "shell.execute_reply": "2025-02-06T02:05:25.269855Z" |
| 661 | + "iopub.execute_input": "2025-02-27T14:49:41.180250Z", |
| 662 | + "iopub.status.busy": "2025-02-27T14:49:41.179909Z", |
| 663 | + "iopub.status.idle": "2025-02-27T14:49:41.296209Z", |
| 664 | + "shell.execute_reply": "2025-02-27T14:49:41.295560Z" |
665 | 665 | }
|
666 | 666 | },
|
667 | 667 | "outputs": [
|
|
691 | 691 | "execution_count": 13,
|
692 | 692 | "metadata": {
|
693 | 693 | "execution": {
|
694 |
| - "iopub.execute_input": "2025-02-06T02:05:25.272155Z", |
695 |
| - "iopub.status.busy": "2025-02-06T02:05:25.271840Z", |
696 |
| - "iopub.status.idle": "2025-02-06T02:05:25.274682Z", |
697 |
| - "shell.execute_reply": "2025-02-06T02:05:25.274214Z" |
| 694 | + "iopub.execute_input": "2025-02-27T14:49:41.298282Z", |
| 695 | + "iopub.status.busy": "2025-02-27T14:49:41.297780Z", |
| 696 | + "iopub.status.idle": "2025-02-27T14:49:41.300940Z", |
| 697 | + "shell.execute_reply": "2025-02-27T14:49:41.300382Z" |
698 | 698 | }
|
699 | 699 | },
|
700 | 700 | "outputs": [],
|
|
715 | 715 | "execution_count": 14,
|
716 | 716 | "metadata": {
|
717 | 717 | "execution": {
|
718 |
| - "iopub.execute_input": "2025-02-06T02:05:25.276378Z", |
719 |
| - "iopub.status.busy": "2025-02-06T02:05:25.276047Z", |
720 |
| - "iopub.status.idle": "2025-02-06T02:05:27.380876Z", |
721 |
| - "shell.execute_reply": "2025-02-06T02:05:27.380212Z" |
| 718 | + "iopub.execute_input": "2025-02-27T14:49:41.302752Z", |
| 719 | + "iopub.status.busy": "2025-02-27T14:49:41.302406Z", |
| 720 | + "iopub.status.idle": "2025-02-27T14:49:43.589173Z", |
| 721 | + "shell.execute_reply": "2025-02-27T14:49:43.588459Z" |
722 | 722 | }
|
723 | 723 | },
|
724 | 724 | "outputs": [],
|
|
738 | 738 | "execution_count": 15,
|
739 | 739 | "metadata": {
|
740 | 740 | "execution": {
|
741 |
| - "iopub.execute_input": "2025-02-06T02:05:27.383773Z", |
742 |
| - "iopub.status.busy": "2025-02-06T02:05:27.382908Z", |
743 |
| - "iopub.status.idle": "2025-02-06T02:05:27.394498Z", |
744 |
| - "shell.execute_reply": "2025-02-06T02:05:27.393988Z" |
| 741 | + "iopub.execute_input": "2025-02-27T14:49:43.592191Z", |
| 742 | + "iopub.status.busy": "2025-02-27T14:49:43.591275Z", |
| 743 | + "iopub.status.idle": "2025-02-27T14:49:43.604145Z", |
| 744 | + "shell.execute_reply": "2025-02-27T14:49:43.603633Z" |
745 | 745 | }
|
746 | 746 | },
|
747 | 747 | "outputs": [
|
|
786 | 786 | "execution_count": 16,
|
787 | 787 | "metadata": {
|
788 | 788 | "execution": {
|
789 |
| - "iopub.execute_input": "2025-02-06T02:05:27.396329Z", |
790 |
| - "iopub.status.busy": "2025-02-06T02:05:27.395988Z", |
791 |
| - "iopub.status.idle": "2025-02-06T02:05:27.505650Z", |
792 |
| - "shell.execute_reply": "2025-02-06T02:05:27.505092Z" |
| 789 | + "iopub.execute_input": "2025-02-27T14:49:43.606178Z", |
| 790 | + "iopub.status.busy": "2025-02-27T14:49:43.605814Z", |
| 791 | + "iopub.status.idle": "2025-02-27T14:49:43.641149Z", |
| 792 | + "shell.execute_reply": "2025-02-27T14:49:43.640642Z" |
793 | 793 | },
|
794 | 794 | "nbsphinx": "hidden"
|
795 | 795 | },
|
|
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