PyRank
patrick-kidger

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

torchtyping has 100K monthly downloads and 1K GitHub stars. Version 0.1.5 supports Python 3.7.0+, first published in 2021.

It is showing limited recent maintenance under a permissive license, last released in Aug 2024.

It is built on top of torch and typeguard. It is used by 24 tracked packages, including alphafold3-pytorch, pinder and torchode.

GitHub topics include tensors, named-tensors and shape.

Downloads
Day
7.7K
Week
37.6K
Month
100.0K
Stars
1.5K
Forks
44
Issues
14
Version
0.1.5

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
60
Adoption
90
Community
20
Provenance
0
How the maintenance status was determined
Last commit
430 days ago
Monthly downloads
100,038
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
100,038
Stars
1,483
Stars per 1k downloads
14.82
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
5,367
Month daily avg
3,335
Momentum
+60.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.7.0
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
705 days ago
Total releases
6
Releases/year
1.1
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
8
Monthly downloads
100,038
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
29
 
Issue Burden
9.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
18.2%
contrib / forks
Stale Release
274d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 3.8K
Windows 213
macOS 30

Python Versions

3.10
60.4% 2.4K
3.12
23.8% 940
3.11
10.6% 420
3.13
4.4% 174
3.8
0.8% 33

Top Countries

1. US US
3.5K
2. SG SG
179
3. HK HK
37
4. DE DE
29
5. JP JP
28
6. BR BR
27
7. GB GB
20
8. AU AU
19
9. TW TW
18
10. RU RU
17
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache-2.0
First Release
April 7, 2021
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.1.5
Total Releases
6
Contributors
8
Open PRs
2
Archived
No
Author
Patrick Kidger
Python Versions
3 3.7 3.8 3.9
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links