whyshift
A package of various specified distribution shift patterns of out-of-distributoin generalization problem on tabular data, and tools for diagnosing model performance are integrated.
whyshift has been downloaded 17,322 times in total on PyPI, including 477 in the last 30 days. The latest version is 0.1.4, released Jul 23, 2026.
Version0.1.4
Downloads
17.32k
License—
AuthorJiashuo Liu, Tianyu Wang, Peng Cui, Hongseok Namkoong
UpdatedJul 23, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 12 series
Selected total2.11k
17.3kAll-time
477Last 30 days
7Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0151.2%
0.1.4
540 downloadsDownloads54051.2% - 028.2%
0.1.3
87 downloadsDownloads878.2% - 036.1%
0.1.2
64 downloadsDownloads646.1% - 044.9%
0.1.0
52 downloadsDownloads524.9% - 054.6%
0.0.2
49 downloadsDownloads494.6% - 064.6%
0.0.1
49 downloadsDownloads494.6% - 074.5%
0.0.7
48 downloadsDownloads484.5% - 084.1%
0.0.5
43 downloadsDownloads434.1% - 0911.7%
Other
123 downloadsDownloads12311.7%
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