PyRank
tensorflow

tensorflow-probability

Probabilistic reasoning and statistical analysis in TensorFlow
PyPI GitHub

Shared Repository

This package shares its GitHub repository (tensorflow/probability) with 4 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
46.6K
Week
251.0K
Month
1.1M
Stars
4.4K
Forks
1.1K
Issues
648
Version
0.25.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
81
Adoption
70
Community
90
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
1,086,751
• 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
1,086,751
Stars
4,417
Stars per 1k downloads
4.06
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
35,856
Month daily avg
36,225
Momentum
-1.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
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
560 days ago
Total releases
53
Releases/year
6.5
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
448
Monthly downloads
1,086,751
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
80
 
Issue Burden
146.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
39.9%
contrib / forks
Stale Release
549d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 20.2K
Windows 192
macOS 110

Python Versions

3.10
37.5% 6.9K
3.11
21.9% 4.0K
3.12
19.8% 3.7K
3.9
15.2% 2.8K
3.7
5.6% 1.0K

Top Countries

1. US US
14.2K
2. GB GB
1.9K
3. NL NL
1.7K
4. SG SG
1.0K
5. DE DE
446
6. HK HK
441
7. IE IE
245
8. CN CN
208
9. BE BE
120
10. JP JP
111

GitHub Topics

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

Package Information

License
Apache 2.0
First Release
March 10, 2018
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
0.25.0
Total Releases
53
Contributors
448
Open PRs
75
Archived
No
Author
Google LLC
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py2 py3
Keywords
tensorflow probability statistics bayesian machine learning
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links