PyPI Stats
batmanlab

mammoclip

Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
PyPI GitHub
Downloads
Day
395
Week
916
Month
1.3K
Stars
90
Forks
34
Issues
0
Version
0.1.8

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
42
Adoption
31
Community
30
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
1,279
• 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
1,279
Stars
90
Stars per 1k downloads
70.37
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
131
Month daily avg
43
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
• 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
326 days ago
Total releases
9
Releases/year
10.1
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
4
Monthly downloads
1,279
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
37
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
11.8%
contrib / forks
Stale Release
297d
 
PR Velocity
Quiet
 

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

15
9 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
June 14, 2025
Last Release
10 months ago
Last Commit
4 weeks ago
Latest Version
0.1.8
Total Releases
9
Contributors
4
Open PRs
0
Archived
No
Author
Mammo-CLIP Team
Python Versions
3 3.8 3.9 3.10 3.11
Wheels
py3
Keywords
mammography clip medical-imaging deep-learning computer-vision
Topics
clip efficientnet mammogram multimodal rsna vindr vision-and-language rsna-breast-cancer mammo-clip miccai miccai2024 breast-cancer-classification breast-cancer-detection efficient-net retinanet
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links