PyRank
mir-evaluation

mir-eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.
PyPI GitHub
More links
Download Stats
Verified repo
Monthly downloads
573.2K
Weekly downloads
158.8K
GitHub stars
715

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

Package Information

Latest Version
0.8.2
Requires Python
Not specified
Licence
MIT
Last Release
1 year ago
Author
Colin Raffel
First Release
October 15, 2014
Total Releases
4
Python Versions
3 3.7 3.8 3.9 3.10 3.11 3.12 3.13
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
20
Popularity
60
Adoption
87
Community
55
Provenance
100
How the maintenance status was determined
Last commit
238 days ago
Monthly downloads
573,165
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
573,165
Stars
715
Stars per 1k downloads
1.25
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
22,683
Month daily avg
19,106
Momentum
+18.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
597 days ago
Total releases
4
Releases/year
0.3
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
25
Monthly downloads
573,165
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
60
 
Issue Burden
43.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
20.5%
contrib / forks
Stale Release
359d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 21.7K
Windows 2.1K
macOS 716

Python Versions

3.10
63.9% 15.5K
3.12
18.0% 4.4K
3.11
11.9% 2.9K
3.13
5.4% 1.3K
3.14
0.8% 194

Top Countries

1. US US
20.1K
2. SG SG
1.2K
3. DE DE
315
4. JP JP
259
5. FR FR
237
6. CA CA
196
7. NL NL
178
8. CN CN
165
9. BR BR
138
10. KR KR
136

Weekly Downloads

GitHub Stars

Dependencies

3
8 optional dependencies

Used By

20
View all 20 dependents

Repository details

Forks
122
Issues
31
Last Commit
7 months ago
Contributors
25
Open PRs
8
Archived
No

Data and sources

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