|
113 | 113 | "execution_count": 1,
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114 | 114 | "metadata": {
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115 | 115 | "execution": {
|
116 |
| - "iopub.execute_input": "2024-12-26T11:12:51.774391Z", |
117 |
| - "iopub.status.busy": "2024-12-26T11:12:51.774217Z", |
118 |
| - "iopub.status.idle": "2024-12-26T11:12:53.059439Z", |
119 |
| - "shell.execute_reply": "2024-12-26T11:12:53.058810Z" |
| 116 | + "iopub.execute_input": "2024-12-29T13:06:24.340785Z", |
| 117 | + "iopub.status.busy": "2024-12-29T13:06:24.340606Z", |
| 118 | + "iopub.status.idle": "2024-12-29T13:06:25.611257Z", |
| 119 | + "shell.execute_reply": "2024-12-29T13:06:25.610748Z" |
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/cleanlab/cleanlab.git@c2fdd17545fe60f8a64dc05b58bbc99170dd0d6c\n", |
| 129 | + " %pip install git+https://github.com/cleanlab/cleanlab.git@056d030620521ee1c61c082684ee560af43b726f\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": "2024-12-26T11:12:53.061807Z", |
155 |
| - "iopub.status.busy": "2024-12-26T11:12:53.061374Z", |
156 |
| - "iopub.status.idle": "2024-12-26T11:12:53.079758Z", |
157 |
| - "shell.execute_reply": "2024-12-26T11:12:53.079184Z" |
| 154 | + "iopub.execute_input": "2024-12-29T13:06:25.613539Z", |
| 155 | + "iopub.status.busy": "2024-12-29T13:06:25.613089Z", |
| 156 | + "iopub.status.idle": "2024-12-29T13:06:25.631445Z", |
| 157 | + "shell.execute_reply": "2024-12-29T13:06:25.630879Z" |
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": {
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198 |
| - "iopub.execute_input": "2024-12-26T11:12:53.081769Z", |
199 |
| - "iopub.status.busy": "2024-12-26T11:12:53.081381Z", |
200 |
| - "iopub.status.idle": "2024-12-26T11:12:53.245915Z", |
201 |
| - "shell.execute_reply": "2024-12-26T11:12:53.245376Z" |
| 198 | + "iopub.execute_input": "2024-12-29T13:06:25.633578Z", |
| 199 | + "iopub.status.busy": "2024-12-29T13:06:25.633158Z", |
| 200 | + "iopub.status.idle": "2024-12-29T13:06:25.782942Z", |
| 201 | + "shell.execute_reply": "2024-12-29T13:06:25.782336Z" |
202 | 202 | }
|
203 | 203 | },
|
204 | 204 | "outputs": [
|
|
305 | 305 | "execution_count": 4,
|
306 | 306 | "metadata": {
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307 | 307 | "execution": {
|
308 |
| - "iopub.execute_input": "2024-12-26T11:12:53.275805Z", |
309 |
| - "iopub.status.busy": "2024-12-26T11:12:53.275619Z", |
310 |
| - "iopub.status.idle": "2024-12-26T11:12:53.279106Z", |
311 |
| - "shell.execute_reply": "2024-12-26T11:12:53.278663Z" |
| 308 | + "iopub.execute_input": "2024-12-29T13:06:25.815655Z", |
| 309 | + "iopub.status.busy": "2024-12-29T13:06:25.815138Z", |
| 310 | + "iopub.status.idle": "2024-12-29T13:06:25.819194Z", |
| 311 | + "shell.execute_reply": "2024-12-29T13:06:25.818605Z" |
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": "2024-12-26T11:12:53.280811Z", |
333 |
| - "iopub.status.busy": "2024-12-26T11:12:53.280469Z", |
334 |
| - "iopub.status.idle": "2024-12-26T11:12:53.288458Z", |
335 |
| - "shell.execute_reply": "2024-12-26T11:12:53.288041Z" |
| 332 | + "iopub.execute_input": "2024-12-29T13:06:25.820812Z", |
| 333 | + "iopub.status.busy": "2024-12-29T13:06:25.820540Z", |
| 334 | + "iopub.status.idle": "2024-12-29T13:06:25.829145Z", |
| 335 | + "shell.execute_reply": "2024-12-29T13:06:25.828554Z" |
336 | 336 | }
|
337 | 337 | },
|
338 | 338 | "outputs": [],
|
|
384 | 384 | "execution_count": 6,
|
385 | 385 | "metadata": {
|
386 | 386 | "execution": {
|
387 |
| - "iopub.execute_input": "2024-12-26T11:12:53.290396Z", |
388 |
| - "iopub.status.busy": "2024-12-26T11:12:53.289981Z", |
389 |
| - "iopub.status.idle": "2024-12-26T11:12:53.292602Z", |
390 |
| - "shell.execute_reply": "2024-12-26T11:12:53.292161Z" |
| 387 | + "iopub.execute_input": "2024-12-29T13:06:25.831112Z", |
| 388 | + "iopub.status.busy": "2024-12-29T13:06:25.830768Z", |
| 389 | + "iopub.status.idle": "2024-12-29T13:06:25.833177Z", |
| 390 | + "shell.execute_reply": "2024-12-29T13:06:25.832730Z" |
391 | 391 | }
|
392 | 392 | },
|
393 | 393 | "outputs": [],
|
|
409 | 409 | "execution_count": 7,
|
410 | 410 | "metadata": {
|
411 | 411 | "execution": {
|
412 |
| - "iopub.execute_input": "2024-12-26T11:12:53.294270Z", |
413 |
| - "iopub.status.busy": "2024-12-26T11:12:53.293955Z", |
414 |
| - "iopub.status.idle": "2024-12-26T11:12:53.806052Z", |
415 |
| - "shell.execute_reply": "2024-12-26T11:12:53.805497Z" |
| 412 | + "iopub.execute_input": "2024-12-29T13:06:25.834897Z", |
| 413 | + "iopub.status.busy": "2024-12-29T13:06:25.834569Z", |
| 414 | + "iopub.status.idle": "2024-12-29T13:06:26.358254Z", |
| 415 | + "shell.execute_reply": "2024-12-29T13:06:26.357584Z" |
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": "2024-12-26T11:12:53.808216Z", |
450 |
| - "iopub.status.busy": "2024-12-26T11:12:53.807837Z", |
451 |
| - "iopub.status.idle": "2024-12-26T11:12:55.724386Z", |
452 |
| - "shell.execute_reply": "2024-12-26T11:12:55.723705Z" |
| 449 | + "iopub.execute_input": "2024-12-29T13:06:26.360967Z", |
| 450 | + "iopub.status.busy": "2024-12-29T13:06:26.360571Z", |
| 451 | + "iopub.status.idle": "2024-12-29T13:06:28.287342Z", |
| 452 | + "shell.execute_reply": "2024-12-29T13:06:28.286646Z" |
453 | 453 | }
|
454 | 454 | },
|
455 | 455 | "outputs": [
|
|
481 | 481 | "execution_count": 9,
|
482 | 482 | "metadata": {
|
483 | 483 | "execution": {
|
484 |
| - "iopub.execute_input": "2024-12-26T11:12:55.726873Z", |
485 |
| - "iopub.status.busy": "2024-12-26T11:12:55.726192Z", |
486 |
| - "iopub.status.idle": "2024-12-26T11:12:55.736620Z", |
487 |
| - "shell.execute_reply": "2024-12-26T11:12:55.736074Z" |
| 484 | + "iopub.execute_input": "2024-12-29T13:06:28.289598Z", |
| 485 | + "iopub.status.busy": "2024-12-29T13:06:28.288946Z", |
| 486 | + "iopub.status.idle": "2024-12-29T13:06:28.300045Z", |
| 487 | + "shell.execute_reply": "2024-12-29T13:06:28.299615Z" |
488 | 488 | }
|
489 | 489 | },
|
490 | 490 | "outputs": [
|
|
605 | 605 | "execution_count": 10,
|
606 | 606 | "metadata": {
|
607 | 607 | "execution": {
|
608 |
| - "iopub.execute_input": "2024-12-26T11:12:55.738378Z", |
609 |
| - "iopub.status.busy": "2024-12-26T11:12:55.738117Z", |
610 |
| - "iopub.status.idle": "2024-12-26T11:12:55.742311Z", |
611 |
| - "shell.execute_reply": "2024-12-26T11:12:55.741903Z" |
| 608 | + "iopub.execute_input": "2024-12-29T13:06:28.301854Z", |
| 609 | + "iopub.status.busy": "2024-12-29T13:06:28.301559Z", |
| 610 | + "iopub.status.idle": "2024-12-29T13:06:28.305553Z", |
| 611 | + "shell.execute_reply": "2024-12-29T13:06:28.305069Z" |
612 | 612 | }
|
613 | 613 | },
|
614 | 614 | "outputs": [],
|
|
633 | 633 | "execution_count": 11,
|
634 | 634 | "metadata": {
|
635 | 635 | "execution": {
|
636 |
| - "iopub.execute_input": "2024-12-26T11:12:55.744007Z", |
637 |
| - "iopub.status.busy": "2024-12-26T11:12:55.743672Z", |
638 |
| - "iopub.status.idle": "2024-12-26T11:12:55.750721Z", |
639 |
| - "shell.execute_reply": "2024-12-26T11:12:55.750282Z" |
| 636 | + "iopub.execute_input": "2024-12-29T13:06:28.307134Z", |
| 637 | + "iopub.status.busy": "2024-12-29T13:06:28.306918Z", |
| 638 | + "iopub.status.idle": "2024-12-29T13:06:28.314356Z", |
| 639 | + "shell.execute_reply": "2024-12-29T13:06:28.313887Z" |
640 | 640 | }
|
641 | 641 | },
|
642 | 642 | "outputs": [],
|
|
658 | 658 | "execution_count": 12,
|
659 | 659 | "metadata": {
|
660 | 660 | "execution": {
|
661 |
| - "iopub.execute_input": "2024-12-26T11:12:55.752323Z", |
662 |
| - "iopub.status.busy": "2024-12-26T11:12:55.752051Z", |
663 |
| - "iopub.status.idle": "2024-12-26T11:12:55.863585Z", |
664 |
| - "shell.execute_reply": "2024-12-26T11:12:55.863090Z" |
| 661 | + "iopub.execute_input": "2024-12-29T13:06:28.315988Z", |
| 662 | + "iopub.status.busy": "2024-12-29T13:06:28.315725Z", |
| 663 | + "iopub.status.idle": "2024-12-29T13:06:28.429146Z", |
| 664 | + "shell.execute_reply": "2024-12-29T13:06:28.428642Z" |
665 | 665 | }
|
666 | 666 | },
|
667 | 667 | "outputs": [
|
|
691 | 691 | "execution_count": 13,
|
692 | 692 | "metadata": {
|
693 | 693 | "execution": {
|
694 |
| - "iopub.execute_input": "2024-12-26T11:12:55.865226Z", |
695 |
| - "iopub.status.busy": "2024-12-26T11:12:55.864891Z", |
696 |
| - "iopub.status.idle": "2024-12-26T11:12:55.867497Z", |
697 |
| - "shell.execute_reply": "2024-12-26T11:12:55.867030Z" |
| 694 | + "iopub.execute_input": "2024-12-29T13:06:28.431137Z", |
| 695 | + "iopub.status.busy": "2024-12-29T13:06:28.430757Z", |
| 696 | + "iopub.status.idle": "2024-12-29T13:06:28.433875Z", |
| 697 | + "shell.execute_reply": "2024-12-29T13:06:28.433293Z" |
698 | 698 | }
|
699 | 699 | },
|
700 | 700 | "outputs": [],
|
|
715 | 715 | "execution_count": 14,
|
716 | 716 | "metadata": {
|
717 | 717 | "execution": {
|
718 |
| - "iopub.execute_input": "2024-12-26T11:12:55.869229Z", |
719 |
| - "iopub.status.busy": "2024-12-26T11:12:55.868908Z", |
720 |
| - "iopub.status.idle": "2024-12-26T11:12:57.932040Z", |
721 |
| - "shell.execute_reply": "2024-12-26T11:12:57.931382Z" |
| 718 | + "iopub.execute_input": "2024-12-29T13:06:28.435615Z", |
| 719 | + "iopub.status.busy": "2024-12-29T13:06:28.435261Z", |
| 720 | + "iopub.status.idle": "2024-12-29T13:06:30.583923Z", |
| 721 | + "shell.execute_reply": "2024-12-29T13:06:30.583249Z" |
722 | 722 | }
|
723 | 723 | },
|
724 | 724 | "outputs": [],
|
|
738 | 738 | "execution_count": 15,
|
739 | 739 | "metadata": {
|
740 | 740 | "execution": {
|
741 |
| - "iopub.execute_input": "2024-12-26T11:12:57.934784Z", |
742 |
| - "iopub.status.busy": "2024-12-26T11:12:57.933935Z", |
743 |
| - "iopub.status.idle": "2024-12-26T11:12:57.945436Z", |
744 |
| - "shell.execute_reply": "2024-12-26T11:12:57.944965Z" |
| 741 | + "iopub.execute_input": "2024-12-29T13:06:30.586997Z", |
| 742 | + "iopub.status.busy": "2024-12-29T13:06:30.585939Z", |
| 743 | + "iopub.status.idle": "2024-12-29T13:06:30.597906Z", |
| 744 | + "shell.execute_reply": "2024-12-29T13:06:30.597434Z" |
745 | 745 | }
|
746 | 746 | },
|
747 | 747 | "outputs": [
|
|
786 | 786 | "execution_count": 16,
|
787 | 787 | "metadata": {
|
788 | 788 | "execution": {
|
789 |
| - "iopub.execute_input": "2024-12-26T11:12:57.947178Z", |
790 |
| - "iopub.status.busy": "2024-12-26T11:12:57.946824Z", |
791 |
| - "iopub.status.idle": "2024-12-26T11:12:57.979945Z", |
792 |
| - "shell.execute_reply": "2024-12-26T11:12:57.979509Z" |
| 789 | + "iopub.execute_input": "2024-12-29T13:06:30.599626Z", |
| 790 | + "iopub.status.busy": "2024-12-29T13:06:30.599336Z", |
| 791 | + "iopub.status.idle": "2024-12-29T13:06:30.711965Z", |
| 792 | + "shell.execute_reply": "2024-12-29T13:06:30.711329Z" |
793 | 793 | },
|
794 | 794 | "nbsphinx": "hidden"
|
795 | 795 | },
|
|
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