PyPI Stats
ModelOriented

dalex

moDel Agnostic Language for Exploration and eXplanation
PyPI GitHub
Downloads
Day
1.3K
Week
8.0K
Month
36.5K
Stars
1.5K
Forks
170
Issues
28
Version
1.8.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
66
Adoption
55
Community
50
How the maintenance status was determined
Last commit
106 days ago
Monthly downloads
36,462
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
36,462
Stars
1,467
Stars per 1k downloads
40.23
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
1,147
Month daily avg
1,215
Momentum
-5.7%
((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
OSI Approved
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
106 days ago
Total releases
29
Releases/year
4.7
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
32
Monthly downloads
36,462
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
47
 
Issue Burden
19.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
18.8%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 784
macOS 1

Python Versions

3.10
72.7% 568
3.11
19.5% 152
3.12
5.0% 39
3.7
2.0% 16
3.8
0.8% 6

Top Countries

1. US US
449
2. NL NL
145
3. IE IE
103
4. AE AE
66
5. SG SG
10
6. AU AU
4
7. CN CN
3
8. FI FI
2
9. FR FR
2
10. GB GB
2

Dependencies

7
9 optional dependencies

Used By

7

Package Information

License
OSI Approved
First Release
March 13, 2020
Last Release
3 months ago
Last Commit
3 months ago
Latest Version
1.8.0
Total Releases
29
Contributors
32
Open PRs
2
Archived
No
Author
Przemyslaw Biecek
Python Versions
3 3.9 3.10 3.11 3.12 3.13
Wheels
py3
Topics
machine-learning interpretability data-science xai iml model-visualization dalex explanations explainable-ai explainable-artificial-intelligence predictive-modeling black-box explainable-ml interpretable-machine-learning explanatory-model-analysis responsible-ai responsible-ml fairness
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links