PyRank
TorchIO-project

torchio

Medical imaging processing for AI applications.
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

torchio has 102K monthly downloads and 2K GitHub stars. Version 1.2.1 supports Python 3.10+, first published in 2019.

It is actively maintained under a permissive license, last released in Jun 2026.

It is built on top of deprecated, einops and humanize. It is used by 22 tracked packages, including gandlf, ivadomed and totalspineseg.

GitHub topics include pytorch, medical-image-computing and deep-learning.

Downloads
Day
2.6K
Week
17.3K
Month
101.9K
Stars
2.4K
Forks
270
Issues
24
Version
1.2.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
71
Adoption
50
Community
60
Provenance
100
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
101,911
• 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
101,911
Stars
2,418
Stars per 1k downloads
23.73
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
2,474
Month daily avg
3,397
Momentum
-27.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=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-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
34 days ago
Total releases
292
Releases/year
44.2
• 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
60
Monthly downloads
101,911
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
76
 
Issue Burden
9.9
per 1k stars
Discussions
73.6
per 1k stars
Fork Ratio
22.2%
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 1.2K
Windows 72
macOS 52

Python Versions

3.11
45.9% 595
3.12
28.6% 371
3.10
18.8% 243
3.13
4.6% 60
3.8
2.0% 26

Top Countries

1. US US
1.0K
2. SG SG
98
3. DE DE
89
4. CN CN
20
5. JP JP
19
6. NL NL
15
7. KR KR
12
8. FR FR
11
9. IE IE
11
10. AU AU
10

Dependencies

13
7 optional dependencies

Used By

22

Package Information

License
Apache-2.0
First Release
November 26, 2019
Last Release
1 month ago
Last Commit
5 days ago
Latest Version
1.2.1
Total Releases
292
Contributors
60
Open PRs
4
Archived
No
Author
TorchIO contributors
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py2 py3
Keywords
medical image processing pytorch augmentation mri
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links