Package Insights
Package Risks
- High downloads but no recent maintenance activity
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
55
Adoption
61
Community
65
How the maintenance status was determined
Last commit
875 days ago
Monthly downloads
134,678
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
134,678
Stars
234
Stars per 1k downloads
1.74
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
4,261
Month daily avg
4,489
Momentum
-5.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.6.0, <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
Apache2
•
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
875 days ago
Total releases
33
Releases/year
4.6
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
15
Monthly downloads
134,678
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
78
Issue Burden
64.1
per 1k stars
Discussions
136.8
per 1k stars
Fork Ratio
9.9%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
2.4K
Windows
1.1K
macOS
320
Python Versions
3.11
59.2%
2.3K
3.10
35.4%
1.4K
3.13
2.3%
87
3.9
2.1%
81
3.12
1.1%
42
Top Countries
1.
US
1.3K
US
2.
BR
358
BR
3.
IN
273
IN
4.
DE
259
DE
5.
SG
171
SG
6.
NL
105
NL
7.
FR
92
FR
8.
TR
89
TR
9.
ES
86
ES
10.
RU
64
RU
Dependencies
6
20 optional dependencies
- accelerate[all]
- accelerate[dev]
- black[all]
- black[dev]
- coqpit[all]
- coverage[dev]
- coverage[all]
- fsspec[all]
- isort[dev]
- isort[all]
- psutil[all]
- pylint[all]
- pylint[dev]
- pytest[dev]
- pytest[all]
- soundfile[all]
- tensorboard[all]
- torch[all]
- torchvision[all]
- torchvision[test]
Package Information
License
Apache2
First Release
March 6, 2019
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.0.36
Total Releases
33
Contributors
15
Open PRs
6
Archived
No
Author
Eren Gölge
Python Versions
3.8
3.9
3.10
3.11
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh