category-encoders
A package for encoding categorical variables for machine learning
category-encoders has been downloaded 105,360,614 times in total on PyPI, including 2,935,317 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
105.36M
LicenseBSD-3
AuthorPaulWestenthanner
UpdatedNov 2, 2025
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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Granularity
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Stack: OffCI: Included3 / 39 series
Selected total17.95M
105.4MAll-time
2.9MLast 30 days
109.4kLast 24 h
1.15/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0119.2%
2.8.1
1.7M downloadsDownloads1.7M19.2% - 0218.5%
2.9.0
1.7M downloadsDownloads1.7M18.5% - 0315.9%
2.7.0
1.4M downloadsDownloads1.4M15.9% - 0414.9%
2.6.1
1.3M downloadsDownloads1.3M14.9% - 057.6%
2.6.4
676.7k downloadsDownloads676.7k7.6% - 067.4%
2.8.0
655.5k downloadsDownloads655.5k7.4% - 074.1%
2.2.2
366.9k downloadsDownloads366.9k4.1% - 084.0%
2.10.0
355.5k downloadsDownloads355.5k4.0% - 098.4%
Other
744.8k downloadsDownloads744.8k8.4%
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