bde1f0c535
Address PR review comments: add %%capture and update huggingface_hub version ( #1274 )
2026-01-07 14:12:25 -08:00
25349f0c72
Clear outputs
2025-12-18 18:18:46 -05:00
6d69e41275
Fixed object detection tutorial to use HFHub
2025-12-18 18:14:06 -05:00
66e94ebb0a
Fix HuggingFace Hub downloads by adding repo_type="dataset"
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The tutorial notebooks were failing with 404 errors because hf_hub_download()
defaults to looking for model repositories, not dataset repositories.
Fixed by adding repo_type="dataset" parameter to all hf_hub_download() calls in:
- object_detection.ipynb (3 downloads: labels.pkl, predictions.pkl, example_images.zip)
- segmentation.ipynb (2 downloads: given_masks.npy, predicted_masks.npy)
- token_classification.ipynb (1 download: pred_probs.npz)
This ensures the downloads use the correct URL format:
https://huggingface.co/datasets/Cleanlab/ ... instead of
https://huggingface.co/Cleanlab/ ...
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com >
2025-12-18 18:08:17 -05:00
8413ad8676
Migrate tutorials to HuggingFace Hub datasets
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Replace S3 URLs with HuggingFace Hub dataset loading across all 4 tutorials:
- improving_ml_performance.ipynb: Use load_dataset("Cleanlab/student-grades")
- object_detection.ipynb: Use hf_hub_download for labels, predictions, and images
- segmentation.ipynb: Use hf_hub_download for given_masks and predicted_masks
- token_classification.ipynb: Use hf_hub_download for pred_probs
All tutorials now load data from HuggingFace Hub instead of S3, with proper
imports and dependencies added (datasets, huggingface_hub).
🤖 Generated with Claude Code
2025-12-18 17:25:03 -05:00
6cffe92f4b
shorten improving ML tutorial ( #1266 )
2025-12-15 19:24:31 -08:00
ab3cd6577d
Update documentation/tutorials to remove Easy Mode sections ( #1265 )
2025-12-15 19:19:36 -08:00
16eed69450
Shorten FAQ ( #1264 )
2025-12-15 17:07:59 -08:00
562a0068da
update faq to clarify non-classification tasks are supported
2025-03-11 18:13:25 -07:00
056d030620
update misc workflows datalab tutorial non-IID section to show overal… ( #1221 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-12-29 08:02:07 -05:00
c2fdd17545
check issue types detected at end of datalab quickstart ( #1220 )
2024-12-26 06:09:16 -05:00
b9796a540c
Move spurious correlations dataframe to info in Datalab ( #1181 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-08-21 00:34:24 +00:00
8bc7cc91f7
remove datamonitor code ( #1191 )
2024-08-20 02:08:53 +00:00
b699edd9ac
Update ctas at end of tutorials ( #1182 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-08-02 16:02:49 -07:00
774f5b4625
Run spurious correlation check for images by default in Datalab ( #1171 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-07-30 16:27:22 +00:00
cebb53dd00
conclusion wording in the: improving ml tutorial ( #1178 )
2024-07-17 20:57:31 -07:00
f96261d345
Fix edit data fn expansion cell formatting ( #1177 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-07-17 19:53:09 -07:00
38183e3589
Merge pull request #1071 from cleanlab/add-train-test-clos-tutorial
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Added new CLOS train test split tutorial notebook
2024-07-08 11:28:22 -07:00
a2c6bdfff0
Fixed trailing whitespace
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2024-07-08 10:08:20 -07:00
88605001a7
Removed trailing whitespace for notebook linter
2024-07-07 22:40:43 -07:00
a3597714db
Removed outputs from cell and confirmed tutorial looked good when building docs
2024-07-07 17:43:09 -07:00
88613201fb
markdown -> code cell
2024-07-07 03:26:01 -04:00
460bb862be
replace w updated file 2
2024-07-07 00:20:43 -07:00
07ec147bb9
replace w updated file
2024-07-07 03:20:27 -04:00
bc66ee7054
test data curation
2024-07-06 23:52:14 -04:00
0943bdd99e
section headers
2024-07-06 23:41:08 -04:00
c351b50940
section numbering
2024-07-06 23:22:53 -04:00
63f2f55655
model training desc
2024-07-06 23:12:20 -04:00
1da171eb39
intro text refinements
2024-07-06 23:01:26 -04:00
0f56347ccc
reference CleanLearning
2024-07-06 22:59:14 -04:00
7ca82c6e23
backticks standardization
2024-07-06 22:49:40 -04:00
fec315419e
datalab on test data
2024-07-06 14:36:55 -04:00
7893b03c83
period
2024-07-06 14:24:39 -04:00
8759702e84
add more context in intro
2024-07-06 14:23:12 -04:00
315d3ad784
2nd link to preprocessing definition
2024-07-06 13:56:14 -04:00
46226527e9
Improve Datalab workflow tutorial on spurious correlations in image datasets ( #1170 )
2024-07-02 11:56:47 +00:00
7a801c5ee1
Improve metrics for testing label issue identification in Datalab Quickstart tutorial ( #1166 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-07-01 14:58:03 +00:00
0a675a1c4b
Update links to Issue Type Guide in workflows tutorials ( #1168 )
2024-06-28 15:28:19 +00:00
d3fd6280f4
Add functionality for finding spurious correlations for image( #1140 )
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Co-authored-by: Pratham Savaliya <no-reply>
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-06-27 15:34:59 +00:00
69295dd679
Updated tutorial hidden test thresholds, updated a few code blocks that were outdated with newest version of cleanlab package, and some wording in markdown
2024-06-21 16:04:03 -04:00
10563fe0a8
Update docs/source/tutorials/improving_ml_performance.ipynb
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Co-authored-by: Nelson Auner <nelson@auner.org >
2024-06-20 10:22:13 -04:00
dff939590f
Update docs/source/tutorials/improving_ml_performance.ipynb
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-06-20 10:20:46 -04:00
01f753b589
reformat wording
2024-06-19 21:12:06 -07:00
a79485eb39
add elias edit
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-06-19 21:07:44 -07:00
fcdd04c967
caution this tutorial is complex
2024-06-19 21:05:21 -07:00
b5927f058b
conciseness
2024-06-19 20:55:36 -07:00
8b146f7b67
test data changes confusion
2024-06-19 20:50:53 -07:00
cf8408c18d
confusion about bias in test data
2024-06-19 20:46:32 -07:00
4a32bd9fe4
link to define preprocess
2024-06-19 20:42:29 -07:00
05ed54c2a8
address nelson validation data concern
2024-06-19 20:36:34 -07:00
Matthew Turk