PyPI Stats
interpretml

dice-ml

Generate Diverse Counterfactual Explanations for any machine learning model.
PyPI GitHub
Downloads
Day
2.1K
Week
10.0K
Month
48.2K
Stars
1.5K
Forks
228
Issues
80
Version
0.12

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
68
Adoption
46
Community
60
How the maintenance status was determined
Last commit
297 days ago
Monthly downloads
48,173
Active
Activity within 30 days
Stable
Activity within 31-180 days
• Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
48,173
Stars
1,508
Stars per 1k downloads
31.30
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
1,434
Month daily avg
1,606
Momentum
-10.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
297 days ago
Total releases
13
Releases/year
2.1
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
24
Monthly downloads
48,173
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
70
 
Issue Burden
53.1
per 1k stars
Discussions
8.0
per 1k stars
Fork Ratio
10.5%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 581
Windows 23
macOS 6

Python Versions

3.10
41.5% 242
3.12
28.0% 163
3.11
19.0% 111
3.9
5.8% 34
3.13
5.7% 33

Top Countries

1. US US
337
2. IE IE
99
3. SG SG
55
4. NL NL
54
5. FR FR
33
6. GB GB
18
7. IN IN
18
8. AE AE
17
9. DE DE
12
10. MA MA
11

Package Information

License
MIT
First Release
March 17, 2020
Last Release
9 months ago
Last Commit
9 months ago
Latest Version
0.12
Total Releases
13
Contributors
24
Open PRs
14
Archived
No
Author
Ramaravind Mothilal, Amit Sharma, Chenhao Tan
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
machine-learning explanation interpretability counterfactual
Topics
counterfactual-explanations explainable-ml xai interpretable-machine-learning deep-learning machine-learning explainable-ai
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links