PyRank
pymc-devs

pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
PyPI GitHub
Downloads
Day
58.4K
Week
296.0K
Month
1.1M
Stars
612
Forks
186
Issues
340
Version
3.0.3

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
61
Adoption
90
Community
100
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
1,128,585
• 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
1,128,585
Stars
612
Stars per 1k downloads
0.54
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
42,287
Month daily avg
37,620
Momentum
+12.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=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
BSD-3-Clause
• 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
1 days ago
Total releases
93
Releases/year
11.2
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
471
Monthly downloads
1,128,585
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
97
 
Issue Burden
555.6
per 1k stars
Discussions
88.2
per 1k stars
Fork Ratio
253.2%
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 18.5K
macOS 531
Windows 505

Python Versions

3.12
49.8% 9.3K
3.11
26.4% 4.9K
3.13
9.6% 1.8K
3.9
7.4% 1.4K
3.10
6.9% 1.3K

Top Countries

1. US US
14.4K
2. IE IE
2.3K
3. SG SG
1.4K
4. HK HK
768
5. BE BE
422
6. DE DE
355
7. FR FR
346
8. CN CN
274
9. NL NL
177
10. GB GB
168

GitHub Topics

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

Package Information

License
BSD-3-Clause
First Release
January 31, 2018
Last Release
2 days ago
Last Commit
1 week ago
Latest Version
3.0.3
Total Releases
93
Contributors
471
Open PRs
130
Archived
No
Python Versions
3 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp312 cp313 cp314 cp39 py2 py3
Keywords
pytensor math numerical symbolic blas numpy autodiff differentiation
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links