category-encoders
A package for encoding categorical variables for machine learning
category-encoders has been downloaded 105,719,151 times in total on PyPI, including 2,832,590 in the last 30 days. The latest version is 2.9.0, released Nov 2, 2025. It is distributed under the BSD-3 license.
Version2.9.0
Downloads
105.72M
LicenseBSD-3
AuthorPaulWestenthanner
UpdatedNov 2, 2025
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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CI traffic
Stack: OffCI: Included3 / 39 series
Selected total17.85M
105.7MAll-time
2.8MLast 30 days
73.2kLast 24 h
0.94/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0118.9%
2.8.1
1.7M downloadsDownloads1.7M18.9% - 0218.0%
2.9.0
1.6M downloadsDownloads1.6M18.0% - 0315.8%
2.7.0
1.4M downloadsDownloads1.4M15.8% - 0415.4%
2.6.1
1.4M downloadsDownloads1.4M15.4% - 057.6%
2.6.4
669.3k downloadsDownloads669.3k7.6% - 067.3%
2.8.0
640.7k downloadsDownloads640.7k7.3% - 074.5%
2.10.0
395.6k downloadsDownloads395.6k4.5% - 084.2%
2.2.2
375.4k downloadsDownloads375.4k4.2% - 098.3%
Other
731.3k downloadsDownloads731.3k8.3%
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