PyPI Stats
aai-institute

pydvl

The Python Data Valuation Library
PyPI GitHub
Downloads
Day
16
Week
76
Month
672
Stars
145
Forks
10
Issues
69
Version
0.10.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
40
Adoption
28
Community
35
How the maintenance status was determined
Last commit
241 days ago
Monthly downloads
672
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
672
Stars
145
Stars per 1k downloads
215.77
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
11
Month daily avg
22
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
GNU Lesser General Public License v3 (LGPLv3)
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
391 days ago
Total releases
15
Releases/year
4.2
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
11
Monthly downloads
672
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
475.9
per 1k stars
Discussions
48.3
per 1k stars
Fork Ratio
110.0%
contrib / forks
Stale Release
150d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

14
8 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
GNU Lesser General Public License v3 (LGPLv3)
First Release
October 12, 2022
Last Release
1 year ago
Last Commit
8 months ago
Latest Version
0.10.0
Total Releases
15
Contributors
11
Open PRs
8
Archived
No
Author
appliedAI Institute gGmbH
Python Versions
3.9 3.10 3.11 3.12
Wheels
py3
Topics
data-valuation shapley-value machine-learning transferlab least-core influence-functions game-theory data-quality robust-machine-learning data-centric-ai banzhaf-index data-cleaning data-pruning
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links