PyRank
SeldonIO

alibi

Algorithms for explaining machine learning models
PyPI GitHub
More links
Download Stats
Monthly downloads
6.5K
Weekly downloads
1.5K
GitHub stars
2.6K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.9.6
Requires Python
>=3.8
Licence
Business Source License 1.1
Last Release
2 years ago
Author
Seldon Technologies Ltd.
First Release
May 3, 2019
Total Releases
34
Python Versions
3 3.8 3.9 3.10 3.11
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
72
Adoption
58
Community
60
Provenance
0
How the maintenance status was determined
Last commit
370 days ago
Monthly downloads
6,485
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
6,485
Stars
2,648
Stars per 1k downloads
408.33
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
218
Month daily avg
216
Momentum
+0.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.8
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Business Source License 1.1
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
910 days ago
Total releases
34
Releases/year
4.6
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
22
Monthly downloads
6,485
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
53
 
Issue Burden
54.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
8.2%
contrib / forks
Stale Release
540d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 78
Windows 4
macOS 3

Python Versions

3.11
44.3% 35
3.12
22.8% 18
3.7
15.2% 12
3.10
11.4% 9
3.14
6.3% 5

Top Countries

1. US US
39
2. SG SG
22
3. FI FI
9
4. DE DE
6
5. HK HK
5
6. GB GB
3
7. BE BE
2
8. CA CA
2
9. NL NL
2
10. TW TW
2

Weekly Downloads

GitHub Stars

Dependencies

15
10 optional dependencies
  • numba!=0.54.0,<0.60.0,>=0.50.0[shap]
    extra == "shap"
  • numba!=0.54.0,<0.60.0,>=0.50.0[all]
    extra == "all"
  • ray<3.0.0,>=0.8.7[ray]
    extra == "ray"
  • ray<3.0.0,>=0.8.7[all]
    extra == "all"
  • shap<0.44.0,>=0.40.0[all]
    extra == "all"
  • shap<0.44.0,>=0.40.0[shap]
    extra == "shap"
  • tensorflow!=2.6.0,!=2.6.1,<2.15.0,>=2.0.0[tensorflow]
    extra == "tensorflow"
  • tensorflow!=2.6.0,!=2.6.1,<2.15.0,>=2.0.0[all]
    extra == "all"
  • torch<3.0.0,>=1.9.0[torch]
    extra == "torch"
  • torch<3.0.0,>=1.9.0[all]
    extra == "all"

Used By

9

Repository details

Forks
268
Issues
144
Last Commit
1 year ago
Contributors
22
Open PRs
16
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology