category-encoders
A package for encoding categorical variables for machine learning
category-encoders has been downloaded 108,247,957 times in total on PyPI, including 1,642,826 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
108.25M
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 total13.39M
108.2MAll-time
1.6MLast 30 days
35.4kLast 24 h
0.66/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0119.6%
2.6.1
1.3M downloadsDownloads1.3M19.6% - 0216.1%
2.7.0
1.1M downloadsDownloads1.1M16.1% - 0314.4%
2.8.1
963.3k downloadsDownloads963.3k14.4% - 0410.8%
2.9.0
722.1k downloadsDownloads722.1k10.8% - 058.1%
2.10.0
544.8k downloadsDownloads544.8k8.1% - 067.6%
2.6.4
507.4k downloadsDownloads507.4k7.6% - 075.7%
2.2.2
380.3k downloadsDownloads380.3k5.7% - 085.3%
2.8.0
351.9k downloadsDownloads351.9k5.3% - 0912.5%
Other
834.0k downloadsDownloads834.0k12.5%
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