|
113 | 113 | "execution_count": 1,
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114 | 114 | "metadata": {
|
115 | 115 | "execution": {
|
116 |
| - "iopub.execute_input": "2024-05-14T00:24:57.611461Z", |
117 |
| - "iopub.status.busy": "2024-05-14T00:24:57.611063Z", |
118 |
| - "iopub.status.idle": "2024-05-14T00:24:58.792433Z", |
119 |
| - "shell.execute_reply": "2024-05-14T00:24:58.791864Z" |
| 116 | + "iopub.execute_input": "2024-05-14T14:37:56.042302Z", |
| 117 | + "iopub.status.busy": "2024-05-14T14:37:56.041815Z", |
| 118 | + "iopub.status.idle": "2024-05-14T14:37:57.183510Z", |
| 119 | + "shell.execute_reply": "2024-05-14T14:37:57.182964Z" |
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",
|
129 |
| - " %pip install git+https://github.com/elisno/cleanlab.git@fda34132759156efea8625a7abca5e473b2b5c6e\n", |
| 129 | + " %pip install git+https://github.com/elisno/cleanlab.git@2870e194ce2ed8272aad8625ee2481564d15024d\n", |
130 | 130 | " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
|
131 | 131 | " %pip install $cmd\n",
|
132 | 132 | "else:\n",
|
|
151 | 151 | "execution_count": 2,
|
152 | 152 | "metadata": {
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153 | 153 | "execution": {
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154 |
| - "iopub.execute_input": "2024-05-14T00:24:58.795124Z", |
155 |
| - "iopub.status.busy": "2024-05-14T00:24:58.794654Z", |
156 |
| - "iopub.status.idle": "2024-05-14T00:24:58.813859Z", |
157 |
| - "shell.execute_reply": "2024-05-14T00:24:58.813268Z" |
| 154 | + "iopub.execute_input": "2024-05-14T14:37:57.185931Z", |
| 155 | + "iopub.status.busy": "2024-05-14T14:37:57.185662Z", |
| 156 | + "iopub.status.idle": "2024-05-14T14:37:57.204249Z", |
| 157 | + "shell.execute_reply": "2024-05-14T14:37:57.203820Z" |
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": "2024-05-14T00:24:58.816171Z", |
199 |
| - "iopub.status.busy": "2024-05-14T00:24:58.815755Z", |
200 |
| - "iopub.status.idle": "2024-05-14T00:24:58.889620Z", |
201 |
| - "shell.execute_reply": "2024-05-14T00:24:58.889034Z" |
| 198 | + "iopub.execute_input": "2024-05-14T14:37:57.206609Z", |
| 199 | + "iopub.status.busy": "2024-05-14T14:37:57.206206Z", |
| 200 | + "iopub.status.idle": "2024-05-14T14:37:57.356482Z", |
| 201 | + "shell.execute_reply": "2024-05-14T14:37:57.355905Z" |
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": {
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308 |
| - "iopub.execute_input": "2024-05-14T00:24:58.920681Z", |
309 |
| - "iopub.status.busy": "2024-05-14T00:24:58.920308Z", |
310 |
| - "iopub.status.idle": "2024-05-14T00:24:58.923919Z", |
311 |
| - "shell.execute_reply": "2024-05-14T00:24:58.923479Z" |
| 308 | + "iopub.execute_input": "2024-05-14T14:37:57.386783Z", |
| 309 | + "iopub.status.busy": "2024-05-14T14:37:57.386378Z", |
| 310 | + "iopub.status.idle": "2024-05-14T14:37:57.390048Z", |
| 311 | + "shell.execute_reply": "2024-05-14T14:37:57.389486Z" |
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": "2024-05-14T00:24:58.926056Z", |
333 |
| - "iopub.status.busy": "2024-05-14T00:24:58.925729Z", |
334 |
| - "iopub.status.idle": "2024-05-14T00:24:58.933816Z", |
335 |
| - "shell.execute_reply": "2024-05-14T00:24:58.933397Z" |
| 332 | + "iopub.execute_input": "2024-05-14T14:37:57.392243Z", |
| 333 | + "iopub.status.busy": "2024-05-14T14:37:57.391853Z", |
| 334 | + "iopub.status.idle": "2024-05-14T14:37:57.400492Z", |
| 335 | + "shell.execute_reply": "2024-05-14T14:37:57.400064Z" |
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": "2024-05-14T00:24:58.935913Z", |
388 |
| - "iopub.status.busy": "2024-05-14T00:24:58.935503Z", |
389 |
| - "iopub.status.idle": "2024-05-14T00:24:58.938215Z", |
390 |
| - "shell.execute_reply": "2024-05-14T00:24:58.937649Z" |
| 387 | + "iopub.execute_input": "2024-05-14T14:37:57.402541Z", |
| 388 | + "iopub.status.busy": "2024-05-14T14:37:57.402367Z", |
| 389 | + "iopub.status.idle": "2024-05-14T14:37:57.404853Z", |
| 390 | + "shell.execute_reply": "2024-05-14T14:37:57.404421Z" |
391 | 391 | }
|
392 | 392 | },
|
393 | 393 | "outputs": [],
|
|
409 | 409 | "execution_count": 7,
|
410 | 410 | "metadata": {
|
411 | 411 | "execution": {
|
412 |
| - "iopub.execute_input": "2024-05-14T00:24:58.940173Z", |
413 |
| - "iopub.status.busy": "2024-05-14T00:24:58.939873Z", |
414 |
| - "iopub.status.idle": "2024-05-14T00:24:59.464476Z", |
415 |
| - "shell.execute_reply": "2024-05-14T00:24:59.463931Z" |
| 412 | + "iopub.execute_input": "2024-05-14T14:37:57.406848Z", |
| 413 | + "iopub.status.busy": "2024-05-14T14:37:57.406525Z", |
| 414 | + "iopub.status.idle": "2024-05-14T14:37:57.918186Z", |
| 415 | + "shell.execute_reply": "2024-05-14T14:37:57.917634Z" |
416 | 416 | }
|
417 | 417 | },
|
418 | 418 | "outputs": [],
|
|
446 | 446 | "execution_count": 8,
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447 | 447 | "metadata": {
|
448 | 448 | "execution": {
|
449 |
| - "iopub.execute_input": "2024-05-14T00:24:59.467040Z", |
450 |
| - "iopub.status.busy": "2024-05-14T00:24:59.466656Z", |
451 |
| - "iopub.status.idle": "2024-05-14T00:25:01.106201Z", |
452 |
| - "shell.execute_reply": "2024-05-14T00:25:01.105546Z" |
| 449 | + "iopub.execute_input": "2024-05-14T14:37:57.920854Z", |
| 450 | + "iopub.status.busy": "2024-05-14T14:37:57.920488Z", |
| 451 | + "iopub.status.idle": "2024-05-14T14:37:59.479585Z", |
| 452 | + "shell.execute_reply": "2024-05-14T14:37:59.478980Z" |
453 | 453 | }
|
454 | 454 | },
|
455 | 455 | "outputs": [
|
|
481 | 481 | "execution_count": 9,
|
482 | 482 | "metadata": {
|
483 | 483 | "execution": {
|
484 |
| - "iopub.execute_input": "2024-05-14T00:25:01.108870Z", |
485 |
| - "iopub.status.busy": "2024-05-14T00:25:01.108263Z", |
486 |
| - "iopub.status.idle": "2024-05-14T00:25:01.118262Z", |
487 |
| - "shell.execute_reply": "2024-05-14T00:25:01.117744Z" |
| 484 | + "iopub.execute_input": "2024-05-14T14:37:59.482264Z", |
| 485 | + "iopub.status.busy": "2024-05-14T14:37:59.481504Z", |
| 486 | + "iopub.status.idle": "2024-05-14T14:37:59.491200Z", |
| 487 | + "shell.execute_reply": "2024-05-14T14:37:59.490730Z" |
488 | 488 | }
|
489 | 489 | },
|
490 | 490 | "outputs": [
|
|
605 | 605 | "execution_count": 10,
|
606 | 606 | "metadata": {
|
607 | 607 | "execution": {
|
608 |
| - "iopub.execute_input": "2024-05-14T00:25:01.120402Z", |
609 |
| - "iopub.status.busy": "2024-05-14T00:25:01.120083Z", |
610 |
| - "iopub.status.idle": "2024-05-14T00:25:01.124010Z", |
611 |
| - "shell.execute_reply": "2024-05-14T00:25:01.123564Z" |
| 608 | + "iopub.execute_input": "2024-05-14T14:37:59.493392Z", |
| 609 | + "iopub.status.busy": "2024-05-14T14:37:59.492993Z", |
| 610 | + "iopub.status.idle": "2024-05-14T14:37:59.496754Z", |
| 611 | + "shell.execute_reply": "2024-05-14T14:37:59.496304Z" |
612 | 612 | }
|
613 | 613 | },
|
614 | 614 | "outputs": [],
|
|
633 | 633 | "execution_count": 11,
|
634 | 634 | "metadata": {
|
635 | 635 | "execution": {
|
636 |
| - "iopub.execute_input": "2024-05-14T00:25:01.125988Z", |
637 |
| - "iopub.status.busy": "2024-05-14T00:25:01.125664Z", |
638 |
| - "iopub.status.idle": "2024-05-14T00:25:01.132738Z", |
639 |
| - "shell.execute_reply": "2024-05-14T00:25:01.132328Z" |
| 636 | + "iopub.execute_input": "2024-05-14T14:37:59.498942Z", |
| 637 | + "iopub.status.busy": "2024-05-14T14:37:59.498510Z", |
| 638 | + "iopub.status.idle": "2024-05-14T14:37:59.505670Z", |
| 639 | + "shell.execute_reply": "2024-05-14T14:37:59.505248Z" |
640 | 640 | }
|
641 | 641 | },
|
642 | 642 | "outputs": [],
|
|
658 | 658 | "execution_count": 12,
|
659 | 659 | "metadata": {
|
660 | 660 | "execution": {
|
661 |
| - "iopub.execute_input": "2024-05-14T00:25:01.134803Z", |
662 |
| - "iopub.status.busy": "2024-05-14T00:25:01.134482Z", |
663 |
| - "iopub.status.idle": "2024-05-14T00:25:01.246811Z", |
664 |
| - "shell.execute_reply": "2024-05-14T00:25:01.246212Z" |
| 661 | + "iopub.execute_input": "2024-05-14T14:37:59.507661Z", |
| 662 | + "iopub.status.busy": "2024-05-14T14:37:59.507402Z", |
| 663 | + "iopub.status.idle": "2024-05-14T14:37:59.617506Z", |
| 664 | + "shell.execute_reply": "2024-05-14T14:37:59.617043Z" |
665 | 665 | }
|
666 | 666 | },
|
667 | 667 | "outputs": [
|
|
691 | 691 | "execution_count": 13,
|
692 | 692 | "metadata": {
|
693 | 693 | "execution": {
|
694 |
| - "iopub.execute_input": "2024-05-14T00:25:01.248825Z", |
695 |
| - "iopub.status.busy": "2024-05-14T00:25:01.248635Z", |
696 |
| - "iopub.status.idle": "2024-05-14T00:25:01.251413Z", |
697 |
| - "shell.execute_reply": "2024-05-14T00:25:01.250978Z" |
| 694 | + "iopub.execute_input": "2024-05-14T14:37:59.619528Z", |
| 695 | + "iopub.status.busy": "2024-05-14T14:37:59.619197Z", |
| 696 | + "iopub.status.idle": "2024-05-14T14:37:59.621815Z", |
| 697 | + "shell.execute_reply": "2024-05-14T14:37:59.621356Z" |
698 | 698 | }
|
699 | 699 | },
|
700 | 700 | "outputs": [],
|
|
715 | 715 | "execution_count": 14,
|
716 | 716 | "metadata": {
|
717 | 717 | "execution": {
|
718 |
| - "iopub.execute_input": "2024-05-14T00:25:01.253214Z", |
719 |
| - "iopub.status.busy": "2024-05-14T00:25:01.253041Z", |
720 |
| - "iopub.status.idle": "2024-05-14T00:25:03.246538Z", |
721 |
| - "shell.execute_reply": "2024-05-14T00:25:03.245899Z" |
| 718 | + "iopub.execute_input": "2024-05-14T14:37:59.623762Z", |
| 719 | + "iopub.status.busy": "2024-05-14T14:37:59.623437Z", |
| 720 | + "iopub.status.idle": "2024-05-14T14:38:01.549575Z", |
| 721 | + "shell.execute_reply": "2024-05-14T14:38:01.548899Z" |
722 | 722 | }
|
723 | 723 | },
|
724 | 724 | "outputs": [],
|
|
738 | 738 | "execution_count": 15,
|
739 | 739 | "metadata": {
|
740 | 740 | "execution": {
|
741 |
| - "iopub.execute_input": "2024-05-14T00:25:03.249506Z", |
742 |
| - "iopub.status.busy": "2024-05-14T00:25:03.248870Z", |
743 |
| - "iopub.status.idle": "2024-05-14T00:25:03.261387Z", |
744 |
| - "shell.execute_reply": "2024-05-14T00:25:03.260825Z" |
| 741 | + "iopub.execute_input": "2024-05-14T14:38:01.552700Z", |
| 742 | + "iopub.status.busy": "2024-05-14T14:38:01.551955Z", |
| 743 | + "iopub.status.idle": "2024-05-14T14:38:01.563016Z", |
| 744 | + "shell.execute_reply": "2024-05-14T14:38:01.562569Z" |
745 | 745 | }
|
746 | 746 | },
|
747 | 747 | "outputs": [
|
|
771 | 771 | "execution_count": 16,
|
772 | 772 | "metadata": {
|
773 | 773 | "execution": {
|
774 |
| - "iopub.execute_input": "2024-05-14T00:25:03.263419Z", |
775 |
| - "iopub.status.busy": "2024-05-14T00:25:03.263220Z", |
776 |
| - "iopub.status.idle": "2024-05-14T00:25:03.292548Z", |
777 |
| - "shell.execute_reply": "2024-05-14T00:25:03.292029Z" |
| 774 | + "iopub.execute_input": "2024-05-14T14:38:01.565006Z", |
| 775 | + "iopub.status.busy": "2024-05-14T14:38:01.564699Z", |
| 776 | + "iopub.status.idle": "2024-05-14T14:38:01.612741Z", |
| 777 | + "shell.execute_reply": "2024-05-14T14:38:01.612210Z" |
778 | 778 | },
|
779 | 779 | "nbsphinx": "hidden"
|
780 | 780 | },
|
|
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