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category-encoders

A package for encoding categorical variables for machine learning

category-encoders has been downloaded 103,696,767 times in total on PyPI, including 3,059,342 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
103.70M
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 / 39 series
Selected total18.03M
103.7MAll-time
3.1MLast 30 days
99.4kLast 24 h
1.15/sPer second

Version distribution

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

  • 01

    2.8.1

    1.9M downloads
    21.2%
  • 02

    2.9.0

    1.8M downloads
    20.0%
  • 03

    2.7.0

    1.4M downloads
    15.9%
  • 04

    2.6.1

    1.3M downloads
    14.4%
  • 05

    2.6.4

    687.9k downloads
    7.7%
  • 06

    2.8.0

    656.4k downloads
    7.4%
  • 07

    2.2.2

    328.3k downloads
    3.7%
  • 08

    2.6.3

    307.3k downloads
    3.5%
  • 09

    Other

    563.1k downloads
    6.3%

Guess the next day

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

TRUTH99.4k116.8kWEDTHUFRISATSUNMONTUEWEDTHUFRISATSUNMON