category-encoders
A package for encoding categorical variables for machine learning
category-encoders has been downloaded 107,848,118 times in total on PyPI, including 1,618,965 in the last 30 days. The latest version is 2.11.1, released Sep 8, 2026. It is distributed under the BSD-3 license.
Version2.11.1
Downloads
107.85M
LicenseBSD-3
AuthorPaulWestenthanner
UpdatedSep 8, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included3 / 41 series
Selected total14.40M
107.8MAll-time
1.6MLast 30 days
34.8kLast 24 h
0.68/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0118.8%
2.6.1
1.3M downloadsDownloads1.3M18.8% - 0215.9%
2.7.0
1.1M downloadsDownloads1.1M15.9% - 0314.8%
2.8.1
1.0M downloadsDownloads1.0M14.8% - 0413.2%
2.9.0
932.6k downloadsDownloads932.6k13.2% - 057.7%
2.6.4
543.8k downloadsDownloads543.8k7.7% - 067.6%
2.10.0
536.3k downloadsDownloads536.3k7.6% - 075.6%
2.8.0
397.0k downloadsDownloads397.0k5.6% - 085.4%
2.2.2
379.0k downloadsDownloads379.0k5.4% - 0911.2%
Other
791.6k downloadsDownloads791.6k11.2%
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