PyPI Stats
pyro-ppl

funsor

Functional tensors for probabilistic programming
PyPI GitHub
Downloads
Day
884
Week
7.6K
Month
33.6K
Stars
246
Forks
24
Issues
69
Version
0.4.7

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
47
Adoption
55
Community
40
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
33,625
• 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
33,625
Stars
246
Stars per 1k downloads
7.32
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
1,088
Month daily avg
1,121
Momentum
-2.9%
((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 Software 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
3 days ago
Total releases
12
Releases/year
1.8
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
15
Monthly downloads
33,625
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
50
 
Issue Burden
280.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
62.5%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 535
macOS 8
Windows 2

Python Versions

3.11
78.8% 420
3.12
15.4% 82
3.13
3.0% 16
3.10
1.7% 9
3.14
1.1% 6

Top Countries

1. US US
733
2. HK HK
43
3. SG SG
26
4. CN CN
25
5. DE DE
14
6. FR FR
13
7. GB GB
13
8. RU RU
11
9. IE IE
10
10. NL NL
10

Dependencies

5
27 optional dependencies

Used By

8

Package Information

License
Apache Software License
First Release
October 23, 2019
Last Release
4 days ago
Last Commit
4 days ago
Latest Version
0.4.7
Total Releases
12
Contributors
15
Open PRs
22
Archived
No
Author
Uber AI Labs
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
probabilistic machine learning bayesian statistics pytorch jax
Topics
probabilistic-programming pytorch numpy symbolic machine-learning pyro jax
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links