PyPI Stats
BiomedSciAI

fuse-med-ml

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)
PyPI GitHub
Downloads
Day
73
Week
265
Month
2.0K
Stars
158
Forks
40
Issues
24
Version
0.4.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
46
Adoption
32
Community
70
How the maintenance status was determined
Last commit
24 days ago
Monthly downloads
1,992
• 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
1,992
Stars
158
Stars per 1k downloads
79.32
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
38
Month daily avg
66
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
<3.13,>=3.10
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
Apache License 2.0
• 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
74 days ago
Total releases
25
Releases/year
5.2
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
37
Monthly downloads
1,992
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
82
 
Issue Burden
151.9
per 1k stars
Discussions
57.0
per 1k stars
Fork Ratio
92.5%
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 38

Python Versions

3.13
94.7% 36
3.10
5.3% 2

Top Countries

1. CN CN
36
2. US US
3
3. CA CA
1

Dependencies

35
41 optional dependencies

Used By

3

Package Information

License
Apache License 2.0
First Release
July 11, 2021
Last Release
2 months ago
Last Commit
3 weeks ago
Latest Version
0.4.1
Total Releases
25
Contributors
37
Open PRs
10
Archived
No
Author
IBM Research Israel Labs - Machine Learning for Healthcare and Life Sciences
Python Versions
3.10 3.11 3.12
Wheels
py3
Topics
deep-learning machine-learning pytorch collaboration fuse-med-ml fusemedml fuse medical medical-imaging healthcare vision multimodality ai python cmmd isic ct stoic knight-challenge hacktoberfest
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links