9d192ad87b
remove class imbalance section from the quickstart
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2023-12-15 21:21:45 -08:00
7b720c8fd8
Add Non-IID section for datalab text tutorial ( #916 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-12-15 18:17:41 -08:00
f3a65b8c18
Issue 873 improve mem find label issues ( #885 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-12-15 12:20:40 +00:00
3fb20e9596
CI: Run slowest tests at the end and fail early ( #900 )
2023-12-14 17:59:28 +00:00
4ad0b6e001
Add Class Imbalance issue type to Datalab defaults ( #912 )
2023-12-14 17:52:41 +00:00
e25a14772b
Make underperforming group issue type user facing in Datalab ( #907 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-12-13 16:56:21 +00:00
e90dea60c7
702 - Shorten Refs of classes and functions ( #831 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
Co-authored-by: tataganesh <tataganesh95@gmail.com >
2023-12-07 13:37:16 +00:00
2e3608a2d8
Predictions for regression in Datalab ( #902 )
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Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-12-07 04:26:16 +00:00
4ac43c0a26
Restrict termcolor dependency to versions below 2.4.0 ( #905 )
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Temporary fix, to be reverted.
2023-12-05 01:28:36 +00:00
dee32ad9a1
Underperforming Group Issue Type ( #838 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-30 16:27:27 +00:00
e9ee35f075
Test properties of near duplicate sets ( #895 )
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* create and test strategy for generating knn_graph as test inputs
* test strategy for generating knn_graphs
- Each row has the distances sorted in ascending order in the csr-format.
- The indices of the neighbors are unique within a column and don't have the query point as a neighbor.
- If points a and b are mutual neighbors, they have the same distance between them.
* add property based tests for near-duplicate sets
* flag near-duplicate issues based on items in near duplicate sets.
2023-11-28 15:06:48 +00:00
09d95dc47f
add false negative support for ObjectLab2D ( #883 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-21 18:39:18 +00:00
3afe8fe480
last sentence of datalab quickstart tutorial
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motivate folks to check out the examples notebook so they see Datalab applied to real dataset
2023-11-21 00:05:13 -08:00
a6d1319327
Introduce regression support to Datalab ( #796 )
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Preleminary work to ensure that default task (classification) will work smoothly.
Minimal implementation of label issue manager for regression
- issue_finder.py list_possible_issue_types, list_default_issue_types no longer a static methods as they depend on task and modification of get_available_issue_types for regression
* DataIssues with strategy pattern
- moving list_possible_issue_types and list_default_issue_types from the IssueFinder class to cleanlab/datalab/internal/issue_manager_factory.py
* make different strategies for getting available issue types
add test class for the IssueFinder when the task is regression
* apply black formatter
* avoid mapping labels column for regression in Datalab
* Pass in features to LabelIssueManager for regression
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-20 20:28:53 +00:00
0903c2a361
Non-IID: Test that Datalab prioritizes knn-graph over pred-probs ( #897 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-16 15:21:59 +00:00
aeab1d1577
Extract Common Setup Code in Non-IID Tests for Reusability ( #896 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-16 10:48:30 +00:00
79a2760ff6
typo fix in custom_issue_manager.rst ( #893 )
2023-11-12 21:50:38 -08:00
5fbf6c0493
Add Data Valuation Issue Manager ( #850 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-06 17:04:57 +01:00
19efa9ab0b
wording
2023-11-04 02:11:32 -07:00
afafe4e9f5
Bump lower bounds of datasets library for docs ( #880 )
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* bump lower bounds of datasets for docs dependencies
* update lower bounds of huggingface_hub in docs requirements
2023-11-02 14:59:37 +00:00
0344afcf8b
Address mypy issue ( #879 )
2023-11-01 03:49:07 +00:00
ccb4a90e38
Extend non-iid issue check to run if only pred_probs are provided ( #857 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-10-30 02:55:53 +00:00
69c8c5318c
Add Null Issue Manager ( #856 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-10-30 02:42:54 +00:00
a28f0f1dad
Uly dataset health ( #875 )
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* Remove datasets from the tutorial that are logits
* Update dataset code
* Change hardcoded expected score in datalab tests
2023-10-25 01:21:58 +00:00
18fab35bb9
title for docs
2023-10-17 15:37:45 -04:00
902fb487c9
Functions to explore object detection dataset ( #840 )
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Add dataset summary functions+plots to object detection.
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Ulyana <ulyana@cleanlab.ai >
2023-10-16 13:17:05 -07:00
8b8bf780aa
Add PR template and improve gitignore ( #867 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-10-11 14:20:13 +00:00
55b838944c
List in FAQ: Methods that can be sped up with low_memory=True ( #869 )
2023-10-11 03:01:50 -07:00
bd32f1114b
ignore keras.io in link check ( #865 )
2023-10-06 15:29:19 +09:00
ffbddc3a9e
mypy linting ( #864 )
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* mypy linting
* summary without type check
* Add test to confirm np.array can be passed into visualize
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Co-authored-by: Ulyana <ulya.tkach@gmail.com >
2023-10-05 15:54:53 -07:00
6d45971cf8
List comprehension to numpy ops for efficiency ( #844 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-09-20 19:19:51 +00:00
e9cc53eab7
is->has ( #851 )
2023-09-16 19:34:18 -07:00
86f6eecfd7
fix link ( #852 )
2023-09-16 19:06:52 -07:00
7257696693
bump version past latest release ( #849 )
2023-09-16 19:05:33 -07:00
d45537ea7d
Update RELEASE_VERSIONS for docs conf.py ( #846 )
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2023-09-11 07:44:09 -07:00
adc38a6a88
code snippet format ( #848 )
2023-09-09 14:50:51 -07:00
8a1ae01213
various tutorials, docs, language updates ( #847 )
2023-09-08 21:53:55 -07:00
fc39a86cad
bump version ( #835 )
2023-09-06 16:05:55 -07:00
b2c28d2917
Merge pull request #843 from sanjanag/docs-req-update
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Updated requirements for docs
2023-09-06 13:09:41 +01:00
a5f76390ce
Update docs/requirements.txt
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-09-06 11:46:42 +01:00
f0252b5ca0
Update papers list ( #845 )
2023-09-06 00:05:30 -07:00
6f605c35f2
clarify transformed scores returned, not mathematical definitions in certain label quality scores ( #841 )
2023-09-05 18:14:37 -07:00
01a4b47087
Update issue templates
2023-09-05 18:11:13 -07:00
ea9f62513e
Updated docs requirements
2023-09-05 17:12:27 +01:00
14d1a86d43
Merge pull request #837 from cleanlab/jwmueller-docsreqs
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include cleanvision in docs requirements
2023-09-02 21:49:20 +01:00
615e022e06
include cleanvision in docs requirements
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2023-09-01 17:31:29 -07:00
7071054ab2
Merge pull request #795 from sanjanag/image-tutorial
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New image tutorial
2023-09-01 20:29:19 +01:00
4c1d9b6863
Update setup.py
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-09-01 18:45:47 +01:00
31455f9433
Update docs/source/tutorials/image.ipynb
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-09-01 18:41:21 +01:00
10a736714d
Update docs/source/tutorials/image.ipynb
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-09-01 18:38:14 +01:00
Jonas Mueller