Regression ranking #1

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krmayankb wants to merge 269 commits into master from regression

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krmayankb commented Oct 11, 2022 •

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regression module created. rank.py added.
driver code for rank.get_label_quality_scores():

labels = np.array([1,2,3,4])
pred_labels = np.array([2,2,5,4.1])
print(get_label_quality_score(labels, pred_labels))

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krmayankb changed the title ~~added basic regression ranking~~ Regression ranking

krmayankb and others added 22 commits

December 23, 2022 16:55


          rank.py updates

f2c5862

1. added typing hints for scoring funcs
2. Removed try-except block for raising value error.
3. grammatical corrections
4. knn and neighbors construction moved closer to first usage.
Co-authored-by: Elías Snorrason <[email protected]>


          outre: code updated for name for second method

7d97c26


          Apply Docstring suggestions from code review

305d11b

Co-authored-by: Jonas Mueller <[email protected]>


          Support for array_like labels and predictions

e9468dd


          Merge branch 'regression' of https://github.com/krmayankb/cleanlab in…

6dbe3fb

…to regression

Suggestions for git merge with local


          doctring for method modified

48c3f57


          datapoint -> example

65e1a3c


          check_valid_inputs update

7b15cba

1. added support for list, np.ndarray, pd.Series, pd.DataFrame
2. check if inputs are numeric


          tutorial removed

b9b9104


          support for array_like

c05f1fe


          unit tests to factor array_like

d6ac642


          Update docs/source/tutorials/index.rst

2b327c3

Co-authored-by: Jonas Mueller <[email protected]>


          added basic regression ranking

4283a67


          minor fixes, docstring modified

53455bf


          tutorial added, added to docs index pages

987ae0e


          unit tests added

7f9372b


          reindexed tutorial, punctuation fix for docstring

581c1f0


          plots changed in tutorial notebook

13ab45e


          typo fix

0eac776


          cleanlab outlier based scoring method added

1a65c9a


          regression_utils created

e8a9a49


          pred_labels changed to predictions

98930fc

jwmueller and others added 30 commits

June 12, 2023 01:56


          more detailed blurb (cleanlab#743)

d51fa09


          Set more datalab tutorials as some of the main tutorials (cleanlab#729)

2922d7e


          include n_jobs in cleanlearning kwargs docstring (cleanlab#744)

d3302c0


          Update object detection tutorial to clarify out-of-sample predictions (…

299d66f

…cleanlab#745)

* Add out-of-sample clarification to notebook, fix filename check, add unit tests


          Dont print recompute joint warning when estimation_method = off_calib…

860bd6f

…rated_custom (cleanlab#746)


          Temporary Github Actions workaround: Pin Python 3.7.16 (cleanlab#748)

5f3de05


Co-authored-by: Sanjana Garg <[email protected]>


          reduce datalab tutorial plots to better fit into scroll window (clean…

a95fc07

…lab#751)


          clarify OHE is optional

a62dc55


          clarify block is about your dataset

050628a


          remove label issue terminology from quickstart

8f2f580


          language for cleanlearning description

7310dbe


          clarify what label is

44bc19d


          clarify label issue

7bc1563


          second defining of label issue

ff10d47


          comma to slash

b2ab7ce


          erroneous

9bb39ca


          rank module header language

7eba836


          rmv ...

46fb58f


          clarify second set of label quality scores

53d73a2


          typo fix

f12153f


          discuss methods and paper

c04fa09


          cleanlearning docstring edits

26e909d


          label error detection in semantic segmentation datasets (cleanlab#677)

35606fc


Co-authored-by: Ulyana <[email protected]>
Co-authored-by: Jonas Mueller <[email protected]>


          list dmlr papers (cleanlab#753)


          duplicated issues

66516d9


          Merge branch 'master' into regression

65c08c0


          make methods private

eb514d5


          clear notebook outputs

d53b6a6


          black formatting

3da126d


          update docs

f138ae8

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