PyPI Stats
vocalpy

vak

A neural network framework for researchers studying acoustic communication
PyPI GitHub
Downloads
Day
186
Week
1.0K
Month
2.3K
Stars
91
Forks
17
Issues
132
Version
1.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
40
Adoption
33
Community
30
How the maintenance status was determined
Last commit
54 days ago
Monthly downloads
2,295
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
2,295
Stars
91
Stars per 1k downloads
39.65
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
150
Month daily avg
76
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.12
• 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
BSD 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
54 days ago
Total releases
49
Releases/year
6.8
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
8
Monthly downloads
2,295
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
49
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
47.1%
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 145

Python Versions

3.8
100.0% 155

Top Countries

1. SG SG
212
2. DE DE
28
3. GB GB
2
4. CA CA
1
5. US US
1

Dependencies

18

Used By

2

Package Information

License
BSD License
First Release
March 3, 2019
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
1.1.0
Total Releases
49
Contributors
8
Open PRs
4
Archived
No
Python Versions
3 3.12 3.13 3.14
Wheels
py3
Topics
python python3 vocalizations speech-processing birdsong torch torchvision pytorch bioacoustics bioacoustic-analysis animal-vocalizations animal-communication spectrograms
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links