Add KS covariate shift detector #242
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added 13 commits
May 22, 2023 11:33
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Diff Coverage details (click to unfold)src/renate/shift/ks_detector.py
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610v4nn1
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May 23, 2023
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| # Bonferroni correction: Reject only if the minimal p-value among the multiple tests is | ||
| # lower than `alpha / num_tests`, where `alpha` is the significance level. Equivalently, we | ||
| # multiple the p-value by `num_tests`. |
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Will fix in follow-up PR
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* Add NLP Components to Benchmarking (#213) * Robust Integration Tests (#214) * Update Renate Config Example (#226) * Make Wild Time Available in Benchmarking (#187) * Fix `target_column` bug in `HuggingFaceTextDataModule` (#233) * Add MMD covariate shift detector (#237) * Add KS covariate shift detector (#242) * Update dependabot.yml (#248) * Update versions of some requirements (#247) * Add doc page and example for shift detection (#244) * Bump version (#252) --------- Co-authored-by: Lukas Balles <lukas.balles@gmail.com>
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