PyPI Stats
MLMI2-CSSI

foundry-ml

Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry
PyPI GitHub
Downloads
Day
197
Week
335
Month
2.0K
Stars
85
Forks
18
Issues
29
Version
1.2.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
39
Adoption
33
Community
65
How the maintenance status was determined
Last commit
104 days ago
Monthly downloads
2,009
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
2,009
Stars
85
Stars per 1k downloads
42.31
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
48
Month daily avg
67
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
>=3.8
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 License
• 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
104 days ago
Total releases
43
Releases/year
7.3
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
23
Monthly downloads
2,009
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
63
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
127.8%
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

macOS 1

Python Versions

3.9
100.0% 1

Top Countries

1. US US
2
2. CA CA
1

Dependencies

12
12 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
June 24, 2020
Last Release
3 months ago
Last Commit
3 months ago
Latest Version
1.2.2
Total Releases
43
Contributors
23
Open PRs
7
Archived
No
Author
Aristana Scourtas, KJ Schmidt, Isaac Darling, Aadit Ambadkar, Braeden Cullen, Imogen Foster, Ribhav Bose, Zoa Katok, Ethan Truelove, Ian Foster, Ben Blaiszik
Python Versions
3 3.8 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
materials science machine learning datasets MCP AI agents
Topics
data-science machine-learning materials-science datasets chemistry
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links