dice-ml

Generate Diverse Counterfactual Explanations for any machine learning model.

dice-ml has been downloaded 2,995,872 times in total on PyPI, including 26,222 in the last 30 days. The latest version is 0.12, released Jul 13, 2025. It is distributed under the MIT license.

Version0.12
Downloads
3.00M
LicenseMIT
AuthorRamaravind Mothilal, Amit Sharma, Chenhao Tan
UpdatedJul 13, 2025

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal0.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 14 series
Selected total226.72k
3.0MAll-time
26.2kLast 30 days
420Last 24 h
<0.01/sPer second

Version distribution

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

  • 01

    0.12

    60.7k downloads
    53.9%
  • 02

    0.11

    45.0k downloads
    40.0%
  • 03

    0.9

    3.0k downloads
    2.7%
  • 04

    0.7.2

    1.1k downloads
    1.0%
  • 05

    0.10

    791 downloads
    0.7%
  • 06

    0.8

    640 downloads
    0.6%
  • 07

    0.5

    492 downloads
    0.4%
  • 08

    0.6.1

    303 downloads
    0.3%
  • 09

    Other

    532 downloads
    0.5%

Guess the next day

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

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