文件历史

15 次代码提交

作者 SHA1 备注 提交日期
Matthew Turk 36ad7d13b8 Merge branch 'master' into add-train-test-clos-tutorial 2024-04-09 16:51:25 -04:00
Matt Turk 3164e94ee1 Modified index files to put clos train test tutorial in general sidebar before DCAI workflow tutorial, and renamed it to improving_ml_performance, also removed datalab tabular tutorial since this tutorial is replacing that one 2024-04-03 20:30:01 -05:00
Matthew Turk 0c5d8cbb0b CleanLearning tutorials sidebar (#1066)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2024-03-29 18:29:39 -07:00
Jonas Mueller 7a5ebb974a tutorial ordering and naming (#755) 2023-06-23 20:03:09 -07:00
Mayank Kumar 9f302200a4 Regression label quality scores (#572)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: huiwengoh <45724323+huiwengoh@users.noreply.github.com>
2023-06-23 17:51:46 -07:00
Vedang Lad 35606fc401 label error detection in semantic segmentation datasets (#677)
Co-authored-by: Ulyana <ulyana@cleanlab.ai>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2023-06-23 00:32:08 -07:00
Ulyana da65a9727f identifying label errors in Object Detection data (#676)
Co-authored-by: Aditya Thyagarajan <aditya1593@icloud.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
2023-06-07 01:12:46 -07:00
Elías Snorrason 64edc95630 Introduce Datalab (#614)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Jesse Cummings <jecummin@mit.edu>
Co-authored-by: Jesse Cummings <jecummin@users.noreply.github.com>
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
2023-04-25 09:26:43 -07:00
Aditya Thyagarajan ab2679724e Add multilabel tutorial to index.rst (#533) 2022-11-14 13:33:12 +00:00
Jonas Mueller b9ab4ba57b suppress tensorflow warning logs in tutorials if not properly installed (#432)
* remove ineffective TF suppression lines

* suppress tensorflow logs in workflows tutorial

* formatting

* hidden cell comment

* move suppress code to hidden cell

* move suppression code to first hidden cell

* move suppression code to first cell

* supress tf logs in tabular tutorial

* optional code to hidden cells in audio tutorial

* suppress tf logs in multiannotator tutorial

* suppress tf logs in token tutorial

* move cross-val tutorial to appear last

* move cross-val tutorial to be last in main index

* move outlier before multiannotator in API list

* remove newline at end of cell
2022-09-13 00:47:21 -07:00
Elías Snorrason 44cd416a96 add tutorial notebook to docs.cleanlab.ai (#411) 2022-09-08 18:27:28 -07:00
Hui Wen 960c2b4ac1 CL functionality for multiannotator data (#333)
* setup multiannotator functionality

* add docstring

* add unittests

* edit get label quality with nan helper func

* docstring edits

* handle non overlapping annotators in get_annotator_agreement_with_annotators

* return NaN annotator quality scores for non-overlapping annotators

* add unittest

* add unittests for get_consensus_label tiebreaks

* np.array -> np.ndarray

* add new annotator quality method

* docstring edits

* address comments, docstring changes

* add method to compute improved consensus labels

* separate detailed_label_quality return

* elif statement typo

* changed get_majority_vote_label

* add 'best_quality' as a consensus method

* change lqs kwargs naming

* change lqs kwargs naming

* change unittest function names

* docstring edits

* change get_worst_class to return class with lowest agreement with consensus

* edit method to get annotator lqs, change quality_of_consensus -> consensus_quality_score

* remove unnecessary args

* satisfy mypy checks

* fix mypy issue

* add unittests

* reshuffled order of functions

* address comments

* docstring edit

* change return to always return dict

* add clipping to prevent negative pred_probs

* add tutorial

* add multiannotator to tutorial index

* add newline

* add tiebreaks for best_quality labels and worst_class

* change auto method name to crowdlab

* fix indexing for non numeric anno names

* add test for nonnumeric anno names

* update unittest

* address comments [partially complete]

* edit metadata

* missing /details tag

* bugfix to allow pd Int64 types

* update tutorial

* address comments
2022-08-30 11:29:06 -07:00
Ulyana b8e85284c6 Added outlier detection tutorial into docs (#310)
* Added outlier detection tutorial into docs

* Switched to pytorch model/dataset implementation

* Fixed image normalization

* Fixed outlier detection for test set

* Added outlier thresholding into tutorial.

* Cleaned output

* Removed unused imports and renamed notebook

* Added outliers notebook to PR

* Added quickstart into tutorial

* Best quickstart header

* Cleaned cell output

* Changed to use subset of original data for speed

* Fixed randomness

* Cleared outputs

* fixed metadata tags

* Fixed metadata

* Cleaned kernel and verified output

* Improved unit test
Changed labels references to classes where apropriate
2022-07-22 15:40:03 -07:00
Ulyana f7328e8b67 Created FAQ Page in the Cleanlab documentation (#294)
* Create FAQ page in cleanlab docs

* Add FAQ notebook to store answers to frequently asked questions

* Improved formatting issues for faq page

- added faq to sidebar

* Improved formatting issues for faq page

- added faq to sidebar
- changed email to comply with CLA

* Removed faq numbering

- Removed notebook output metadata
- Added notebook to index for left table link

* Text and example rewritten for clarity

- How do I format labels for cleanlab-- example improved
- How do I format labels for cleanlab-- text amended
- Can't find an answer to your question-- added links

* add links to issues/slack

Co-authored-by: Ulyana Tkachenko <uly@ulyana.lan>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-06-29 10:24:50 -07:00
Wei Jing 7a8104c83f Add tutorial toc page (#230)
* add tutorials index page

* update link to all tutorials

* fix old readme links

Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-04-18 13:02:24 -07:00