|
113 | 113 | "execution_count": 1,
|
114 | 114 | "metadata": {
|
115 | 115 | "execution": {
|
116 |
| - "iopub.execute_input": "2024-12-10T06:33:06.985307Z", |
117 |
| - "iopub.status.busy": "2024-12-10T06:33:06.985130Z", |
118 |
| - "iopub.status.idle": "2024-12-10T06:33:08.293417Z", |
119 |
| - "shell.execute_reply": "2024-12-10T06:33:08.292838Z" |
| 116 | + "iopub.execute_input": "2024-12-25T19:36:58.407255Z", |
| 117 | + "iopub.status.busy": "2024-12-25T19:36:58.407060Z", |
| 118 | + "iopub.status.idle": "2024-12-25T19:36:59.676891Z", |
| 119 | + "shell.execute_reply": "2024-12-25T19:36:59.676268Z" |
120 | 120 | },
|
121 | 121 | "nbsphinx": "hidden"
|
122 | 122 | },
|
|
126 | 126 | "dependencies = [\"cleanlab\"]\n",
|
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/cleanlab/cleanlab.git@17ed91829929bc8891182ff102884d8c8e40f41a\n", |
| 129 | + " %pip install git+https://github.com/cleanlab/cleanlab.git@381af9345b7decb8932f7f396855776284a40d42\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": {
|
153 | 153 | "execution": {
|
154 |
| - "iopub.execute_input": "2024-12-10T06:33:08.295700Z", |
155 |
| - "iopub.status.busy": "2024-12-10T06:33:08.295236Z", |
156 |
| - "iopub.status.idle": "2024-12-10T06:33:08.313413Z", |
157 |
| - "shell.execute_reply": "2024-12-10T06:33:08.312951Z" |
| 154 | + "iopub.execute_input": "2024-12-25T19:36:59.679128Z", |
| 155 | + "iopub.status.busy": "2024-12-25T19:36:59.678838Z", |
| 156 | + "iopub.status.idle": "2024-12-25T19:36:59.697345Z", |
| 157 | + "shell.execute_reply": "2024-12-25T19:36:59.696902Z" |
158 | 158 | }
|
159 | 159 | },
|
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": {
|
198 |
| - "iopub.execute_input": "2024-12-10T06:33:08.315397Z", |
199 |
| - "iopub.status.busy": "2024-12-10T06:33:08.314914Z", |
200 |
| - "iopub.status.idle": "2024-12-10T06:33:08.504964Z", |
201 |
| - "shell.execute_reply": "2024-12-10T06:33:08.504376Z" |
| 198 | + "iopub.execute_input": "2024-12-25T19:36:59.699268Z", |
| 199 | + "iopub.status.busy": "2024-12-25T19:36:59.698860Z", |
| 200 | + "iopub.status.idle": "2024-12-25T19:36:59.912125Z", |
| 201 | + "shell.execute_reply": "2024-12-25T19:36:59.911559Z" |
202 | 202 | }
|
203 | 203 | },
|
204 | 204 | "outputs": [
|
|
305 | 305 | "execution_count": 4,
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306 | 306 | "metadata": {
|
307 | 307 | "execution": {
|
308 |
| - "iopub.execute_input": "2024-12-10T06:33:08.536788Z", |
309 |
| - "iopub.status.busy": "2024-12-10T06:33:08.536276Z", |
310 |
| - "iopub.status.idle": "2024-12-10T06:33:08.542248Z", |
311 |
| - "shell.execute_reply": "2024-12-10T06:33:08.541791Z" |
| 308 | + "iopub.execute_input": "2024-12-25T19:36:59.942407Z", |
| 309 | + "iopub.status.busy": "2024-12-25T19:36:59.942053Z", |
| 310 | + "iopub.status.idle": "2024-12-25T19:36:59.945732Z", |
| 311 | + "shell.execute_reply": "2024-12-25T19:36:59.945284Z" |
312 | 312 | }
|
313 | 313 | },
|
314 | 314 | "outputs": [],
|
|
329 | 329 | "execution_count": 5,
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330 | 330 | "metadata": {
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331 | 331 | "execution": {
|
332 |
| - "iopub.execute_input": "2024-12-10T06:33:08.543988Z", |
333 |
| - "iopub.status.busy": "2024-12-10T06:33:08.543671Z", |
334 |
| - "iopub.status.idle": "2024-12-10T06:33:08.552324Z", |
335 |
| - "shell.execute_reply": "2024-12-10T06:33:08.551732Z" |
| 332 | + "iopub.execute_input": "2024-12-25T19:36:59.947482Z", |
| 333 | + "iopub.status.busy": "2024-12-25T19:36:59.947166Z", |
| 334 | + "iopub.status.idle": "2024-12-25T19:36:59.955826Z", |
| 335 | + "shell.execute_reply": "2024-12-25T19:36:59.955386Z" |
336 | 336 | }
|
337 | 337 | },
|
338 | 338 | "outputs": [],
|
|
384 | 384 | "execution_count": 6,
|
385 | 385 | "metadata": {
|
386 | 386 | "execution": {
|
387 |
| - "iopub.execute_input": "2024-12-10T06:33:08.554304Z", |
388 |
| - "iopub.status.busy": "2024-12-10T06:33:08.553997Z", |
389 |
| - "iopub.status.idle": "2024-12-10T06:33:08.556453Z", |
390 |
| - "shell.execute_reply": "2024-12-10T06:33:08.555977Z" |
| 387 | + "iopub.execute_input": "2024-12-25T19:36:59.957576Z", |
| 388 | + "iopub.status.busy": "2024-12-25T19:36:59.957240Z", |
| 389 | + "iopub.status.idle": "2024-12-25T19:36:59.959985Z", |
| 390 | + "shell.execute_reply": "2024-12-25T19:36:59.959403Z" |
391 | 391 | }
|
392 | 392 | },
|
393 | 393 | "outputs": [],
|
|
409 | 409 | "execution_count": 7,
|
410 | 410 | "metadata": {
|
411 | 411 | "execution": {
|
412 |
| - "iopub.execute_input": "2024-12-10T06:33:08.558185Z", |
413 |
| - "iopub.status.busy": "2024-12-10T06:33:08.557805Z", |
414 |
| - "iopub.status.idle": "2024-12-10T06:33:09.080190Z", |
415 |
| - "shell.execute_reply": "2024-12-10T06:33:09.079530Z" |
| 412 | + "iopub.execute_input": "2024-12-25T19:36:59.961597Z", |
| 413 | + "iopub.status.busy": "2024-12-25T19:36:59.961288Z", |
| 414 | + "iopub.status.idle": "2024-12-25T19:37:00.482898Z", |
| 415 | + "shell.execute_reply": "2024-12-25T19:37:00.482360Z" |
416 | 416 | }
|
417 | 417 | },
|
418 | 418 | "outputs": [],
|
|
446 | 446 | "execution_count": 8,
|
447 | 447 | "metadata": {
|
448 | 448 | "execution": {
|
449 |
| - "iopub.execute_input": "2024-12-10T06:33:09.082285Z", |
450 |
| - "iopub.status.busy": "2024-12-10T06:33:09.082099Z", |
451 |
| - "iopub.status.idle": "2024-12-10T06:33:10.992111Z", |
452 |
| - "shell.execute_reply": "2024-12-10T06:33:10.991453Z" |
| 449 | + "iopub.execute_input": "2024-12-25T19:37:00.484919Z", |
| 450 | + "iopub.status.busy": "2024-12-25T19:37:00.484581Z", |
| 451 | + "iopub.status.idle": "2024-12-25T19:37:02.376298Z", |
| 452 | + "shell.execute_reply": "2024-12-25T19:37:02.375651Z" |
453 | 453 | }
|
454 | 454 | },
|
455 | 455 | "outputs": [
|
|
481 | 481 | "execution_count": 9,
|
482 | 482 | "metadata": {
|
483 | 483 | "execution": {
|
484 |
| - "iopub.execute_input": "2024-12-10T06:33:10.994467Z", |
485 |
| - "iopub.status.busy": "2024-12-10T06:33:10.993761Z", |
486 |
| - "iopub.status.idle": "2024-12-10T06:33:11.004333Z", |
487 |
| - "shell.execute_reply": "2024-12-10T06:33:11.003745Z" |
| 484 | + "iopub.execute_input": "2024-12-25T19:37:02.378889Z", |
| 485 | + "iopub.status.busy": "2024-12-25T19:37:02.378036Z", |
| 486 | + "iopub.status.idle": "2024-12-25T19:37:02.388694Z", |
| 487 | + "shell.execute_reply": "2024-12-25T19:37:02.388156Z" |
488 | 488 | }
|
489 | 489 | },
|
490 | 490 | "outputs": [
|
|
605 | 605 | "execution_count": 10,
|
606 | 606 | "metadata": {
|
607 | 607 | "execution": {
|
608 |
| - "iopub.execute_input": "2024-12-10T06:33:11.006451Z", |
609 |
| - "iopub.status.busy": "2024-12-10T06:33:11.005889Z", |
610 |
| - "iopub.status.idle": "2024-12-10T06:33:11.009978Z", |
611 |
| - "shell.execute_reply": "2024-12-10T06:33:11.009521Z" |
| 608 | + "iopub.execute_input": "2024-12-25T19:37:02.390522Z", |
| 609 | + "iopub.status.busy": "2024-12-25T19:37:02.390250Z", |
| 610 | + "iopub.status.idle": "2024-12-25T19:37:02.394407Z", |
| 611 | + "shell.execute_reply": "2024-12-25T19:37:02.393973Z" |
612 | 612 | }
|
613 | 613 | },
|
614 | 614 | "outputs": [],
|
|
633 | 633 | "execution_count": 11,
|
634 | 634 | "metadata": {
|
635 | 635 | "execution": {
|
636 |
| - "iopub.execute_input": "2024-12-10T06:33:11.011735Z", |
637 |
| - "iopub.status.busy": "2024-12-10T06:33:11.011407Z", |
638 |
| - "iopub.status.idle": "2024-12-10T06:33:11.018704Z", |
639 |
| - "shell.execute_reply": "2024-12-10T06:33:11.018273Z" |
| 636 | + "iopub.execute_input": "2024-12-25T19:37:02.396147Z", |
| 637 | + "iopub.status.busy": "2024-12-25T19:37:02.395821Z", |
| 638 | + "iopub.status.idle": "2024-12-25T19:37:02.403206Z", |
| 639 | + "shell.execute_reply": "2024-12-25T19:37:02.402742Z" |
640 | 640 | }
|
641 | 641 | },
|
642 | 642 | "outputs": [],
|
|
658 | 658 | "execution_count": 12,
|
659 | 659 | "metadata": {
|
660 | 660 | "execution": {
|
661 |
| - "iopub.execute_input": "2024-12-10T06:33:11.020563Z", |
662 |
| - "iopub.status.busy": "2024-12-10T06:33:11.020140Z", |
663 |
| - "iopub.status.idle": "2024-12-10T06:33:11.133883Z", |
664 |
| - "shell.execute_reply": "2024-12-10T06:33:11.133363Z" |
| 661 | + "iopub.execute_input": "2024-12-25T19:37:02.405053Z", |
| 662 | + "iopub.status.busy": "2024-12-25T19:37:02.404631Z", |
| 663 | + "iopub.status.idle": "2024-12-25T19:37:02.517809Z", |
| 664 | + "shell.execute_reply": "2024-12-25T19:37:02.517304Z" |
665 | 665 | }
|
666 | 666 | },
|
667 | 667 | "outputs": [
|
|
691 | 691 | "execution_count": 13,
|
692 | 692 | "metadata": {
|
693 | 693 | "execution": {
|
694 |
| - "iopub.execute_input": "2024-12-10T06:33:11.135546Z", |
695 |
| - "iopub.status.busy": "2024-12-10T06:33:11.135363Z", |
696 |
| - "iopub.status.idle": "2024-12-10T06:33:11.138148Z", |
697 |
| - "shell.execute_reply": "2024-12-10T06:33:11.137704Z" |
| 694 | + "iopub.execute_input": "2024-12-25T19:37:02.519471Z", |
| 695 | + "iopub.status.busy": "2024-12-25T19:37:02.519292Z", |
| 696 | + "iopub.status.idle": "2024-12-25T19:37:02.522223Z", |
| 697 | + "shell.execute_reply": "2024-12-25T19:37:02.521662Z" |
698 | 698 | }
|
699 | 699 | },
|
700 | 700 | "outputs": [],
|
|
715 | 715 | "execution_count": 14,
|
716 | 716 | "metadata": {
|
717 | 717 | "execution": {
|
718 |
| - "iopub.execute_input": "2024-12-10T06:33:11.139674Z", |
719 |
| - "iopub.status.busy": "2024-12-10T06:33:11.139501Z", |
720 |
| - "iopub.status.idle": "2024-12-10T06:33:13.246661Z", |
721 |
| - "shell.execute_reply": "2024-12-10T06:33:13.245994Z" |
| 718 | + "iopub.execute_input": "2024-12-25T19:37:02.524161Z", |
| 719 | + "iopub.status.busy": "2024-12-25T19:37:02.523841Z", |
| 720 | + "iopub.status.idle": "2024-12-25T19:37:04.645715Z", |
| 721 | + "shell.execute_reply": "2024-12-25T19:37:04.644792Z" |
722 | 722 | }
|
723 | 723 | },
|
724 | 724 | "outputs": [],
|
|
738 | 738 | "execution_count": 15,
|
739 | 739 | "metadata": {
|
740 | 740 | "execution": {
|
741 |
| - "iopub.execute_input": "2024-12-10T06:33:13.249483Z", |
742 |
| - "iopub.status.busy": "2024-12-10T06:33:13.248678Z", |
743 |
| - "iopub.status.idle": "2024-12-10T06:33:13.260563Z", |
744 |
| - "shell.execute_reply": "2024-12-10T06:33:13.260095Z" |
| 741 | + "iopub.execute_input": "2024-12-25T19:37:04.648331Z", |
| 742 | + "iopub.status.busy": "2024-12-25T19:37:04.647717Z", |
| 743 | + "iopub.status.idle": "2024-12-25T19:37:04.660144Z", |
| 744 | + "shell.execute_reply": "2024-12-25T19:37:04.659657Z" |
745 | 745 | }
|
746 | 746 | },
|
747 | 747 | "outputs": [
|
|
786 | 786 | "execution_count": 16,
|
787 | 787 | "metadata": {
|
788 | 788 | "execution": {
|
789 |
| - "iopub.execute_input": "2024-12-10T06:33:13.262374Z", |
790 |
| - "iopub.status.busy": "2024-12-10T06:33:13.262028Z", |
791 |
| - "iopub.status.idle": "2024-12-10T06:33:13.336598Z", |
792 |
| - "shell.execute_reply": "2024-12-10T06:33:13.336149Z" |
| 789 | + "iopub.execute_input": "2024-12-25T19:37:04.661956Z", |
| 790 | + "iopub.status.busy": "2024-12-25T19:37:04.661610Z", |
| 791 | + "iopub.status.idle": "2024-12-25T19:37:04.700997Z", |
| 792 | + "shell.execute_reply": "2024-12-25T19:37:04.700556Z" |
793 | 793 | },
|
794 | 794 | "nbsphinx": "hidden"
|
795 | 795 | },
|
|
827 | 827 | "name": "python",
|
828 | 828 | "nbconvert_exporter": "python",
|
829 | 829 | "pygments_lexer": "ipython3",
|
830 |
| - "version": "3.11.10" |
| 830 | + "version": "3.11.11" |
831 | 831 | }
|
832 | 832 | },
|
833 | 833 | "nbformat": 4,
|
|
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