PyRank
PythonOT

pot

POT : Python Optimal Transport
PyPI GitHub
More links
Download Stats
Monthly downloads
331.3K
Weekly downloads
82.9K
GitHub stars
2.9K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.9.7.post1
Requires Python
>=3.7
Licence
MIT
Last Release
2 months ago
Author
Remi Flamary, Nicolas Courty, Cédric Vincent-Cuaz, POT Contributors
First Release
October 28, 2016
Total Releases
34
Python Versions
3 3.7 3.8 3.9 3.10 3.11 3.12
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
75
Adoption
75
Community
90
Provenance
0
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
331,300
• 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
331,300
Stars
2,850
Stars per 1k downloads
8.60
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
11,849
Month daily avg
11,043
Momentum
+7.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.7
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• 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
79 days ago
Total releases
34
Releases/year
3.4
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
103
Monthly downloads
331,300
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
92
 
Issue Burden
12.3
per 1k stars
Discussions
17.5
per 1k stars
Fork Ratio
18.0%
contrib / forks
Stale Release
68d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 9.1K
Windows 188
macOS 115

Python Versions

3.10
45.4% 4.1K
3.12
30.7% 2.8K
3.11
14.1% 1.3K
3.13
8.0% 723
3.14
1.8% 158

Top Countries

1. US US
7.4K
2. AU AU
493
3. JP JP
401
4. SG SG
316
5. BE BE
255
6. DE DE
172
7. IN IN
147
8. CN CN
140
9. FR FR
112
10. HK HK
64

Weekly Downloads

GitHub Stars

Dependencies

2
34 optional dependencies

Used By

171
View all 171 dependents

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology