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category-encoders

A package for encoding categorical variables for machine learning

category-encoders has been downloaded 99,503,876 times in total on PyPI, including 2,908,629 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
99.50M
LicenseBSD-3
AuthorPaulWestenthanner
UpdatedNov 2, 2025
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Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal2.*1.*
Range
View
Granularity
Group by
CI traffic
Stack: OffCI: Included3 / 38 series
Selected total17.47M
99.5MAll-time
2.9MLast 30 days
117.4kLast 24 h
1.17/sPer second

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    2.8.1

    2.1M downloads
    24.4%
  • 02

    2.9.0

    1.5M downloads
    17.4%
  • 03

    2.7.0

    1.4M downloads
    15.9%
  • 04

    2.6.1

    1.3M downloads
    14.7%
  • 05

    2.6.4

    716.7k downloads
    8.3%
  • 06

    2.8.0

    638.1k downloads
    7.4%
  • 07

    2.6.3

    318.1k downloads
    3.7%
  • 08

    2.2.2

    255.0k downloads
    3.0%
  • 09

    Other

    460.5k downloads
    5.3%

Guess the next day

Thirteen recent days of category-encoders downloads. Drag the green handle on the right to guess where day fourteen lands.

TRUTH117.4k131.0kTHUFRISATSUNMONTUEWEDTHUFRISATSUNMONTUE