PyRank
patrick-kidger

jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
PyPI GitHub
Downloads
Day
197.3K
Week
1.3M
Month
5.1M
Stars
1.8K
Forks
87
Issues
74
Version
0.3.9

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
65
Adoption
90
Community
40
How the maintenance status was determined
Last commit
17 days ago
Monthly downloads
5,104,165
• 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
5,104,165
Stars
1,801
Stars per 1k downloads
0.35
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
188,725
Month daily avg
170,139
Momentum
+10.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
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
95 days ago
Total releases
52
Releases/year
13.5
• 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
33
Monthly downloads
5,104,165
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
41
 
Issue Burden
41.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
37.9%
contrib / forks
Stale Release
77d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 106.3K
Windows 1.9K
macOS 1.9K

Python Versions

3.12
54.9% 59.6K
3.11
29.0% 31.4K
3.10
10.7% 11.6K
3.13
3.9% 4.3K
3.9
1.5% 1.6K

Top Countries

1. US US
97.2K
2. NL NL
3.4K
3. DE DE
2.3K
4. SG SG
982
5. JP JP
937
6. CA CA
835
7. CN CN
768
8. KR KR
476
9. GB GB
398
10. IN IN
351

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT License
First Release
July 11, 2022
Last Release
3 months ago
Last Commit
2 weeks ago
Latest Version
0.3.9
Total Releases
52
Contributors
33
Open PRs
2
Archived
No
Python Versions
3
Wheels
py3
Keywords
deep-learning equinox jax neural-networks typing
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links