category-encoders
A package for encoding categorical variables for machine learning
category-encoders has been downloaded 109,545,988 times in total on PyPI, including 1,732,705 in the last 30 days. The latest version is 2.11.2, released Oct 24, 2026. It is distributed under the BSD-3 license.
Version2.11.2
Downloads
109.55M
LicenseBSD-3
AuthorPaulWestenthanner
UpdatedOct 24, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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Stack: OffCI: Included3 / 42 series
Selected total11.90M
109.5MAll-time
1.7MLast 30 days
75.6kLast 24 h
0.74/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0122.3%
2.6.1
1.3M downloadsDownloads1.3M22.3% - 0216.2%
2.7.0
945.9k downloadsDownloads945.9k16.2% - 0312.4%
2.8.1
723.5k downloadsDownloads723.5k12.4% - 047.8%
2.10.0
454.0k downloadsDownloads454.0k7.8% - 057.4%
2.6.4
431.0k downloadsDownloads431.0k7.4% - 067.1%
2.9.0
416.1k downloadsDownloads416.1k7.1% - 076.7%
2.2.2
389.2k downloadsDownloads389.2k6.7% - 085.9%
2.11.1
347.1k downloadsDownloads347.1k5.9% - 0914.3%
Other
838.5k downloadsDownloads838.5k14.3%
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