update misc workflows datalab tutorial non-IID section to show overal… #1221
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…l score first and then per-example issues
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I link the current documentation for the reviewer's convenience: https://docs.cleanlab.ai/master/tutorials/datalab/workflows.html#Detect-if-your-dataset-is-non-IID |
Revert python version and execution count in metadata
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## master #1221 +/- ##
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Coverage 97.09% 97.10%
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Files 81 81
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Branches 786 943 +157
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- Hits 5724 5702 -22
+ Misses 87 85 -2
- Partials 84 85 +1 ☔ View full report in Codecov by Sentry. |
jwmueller
approved these changes
Dec 29, 2024
gordon-lim
commented
Dec 29, 2024
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…l score first and then per-example issues
Summary
[ ✏️ First, calculate Non-IID score for whole dataset. Then, optionally get datapoint-level issues and visualize results. Re-emphasize in alert box that non-IID issue is primarily a property of the overall dataset.]
Screenshot (cell outputs cleared for PR)
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