PyRank
pyRiemann

pyriemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
PyPI GitHub
More links
Download Stats Documentation Tracker
Monthly downloads
91.6K
Weekly downloads
25.8K
GitHub stars
779

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

Package Information

Latest Version
0.12
Requires Python
>=3.9
Licence
BSD (3-clause)
Last Release
3 months ago
Author
Alexandre Barachant
First Release
April 18, 2015
Total Releases
18
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
63
Adoption
89
Community
75
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
91,595
• 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
91,595
Stars
779
Stars per 1k downloads
8.50
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
3,687
Month daily avg
3,053
Momentum
+20.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.9
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
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
106 days ago
Total releases
18
Releases/year
1.6
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
50
Monthly downloads
91,595
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
71
 
Issue Burden
9.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
25.9%
contrib / forks
Stale Release
100d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 3.2K
Windows 278
macOS 242

Python Versions

3.10
40.3% 1.5K
3.12
32.5% 1.2K
3.13
16.1% 591
3.11
8.4% 309
3.9
2.6% 97

Top Countries

1. US US
3.4K
2. JP JP
107
3. SG SG
36
4. CA CA
31
5. IE IE
22
6. CN CN
16
7. HK HK
15
8. NL NL
13
9. IN IN
12
10. DE DE
9

Weekly Downloads

GitHub Stars

Dependencies

7
15 optional dependencies

Used By

17
View all 17 dependents

Data and sources

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