Package Insights
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
15 days ago
Monthly downloads
2,731
•
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
2,731
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
44
Month daily avg
91
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<3.14,>=3.10
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
CC-by-nc-4
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
15 days ago
Total releases
15
Releases/year
4.8
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
Unknown
Monthly downloads
2,731
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
12
macOS
4
Python Versions
3.12
62.5%
10
3.11
25.0%
4
3.10
12.5%
2
Top Countries
1.
US
15
US
2.
CO
4
CO
3.
GB
4
GB
4.
KR
2
KR
5.
NL
2
NL
Dependencies
21
- click >=8.1.7
- deepmerge >=2.0
- hydra-core >=1.3.2
- librosa >=0.10.1
- lightning ==2.5.0
- loguru >=0.7.3
- matplotlib >=3.7.1
- netcdf4 >=1.6.5
- numpy >=1.23.5
- pandas >=1.5.3
- pydantic >=2.0.0
- pyyaml >=6.0.2
- scikit-learn >=1.2.2
- scipy >=1.10.1
- seaborn >=0.13.2
- soundevent >=2.10.0
- soundfile >=0.12.1
- tensorboard >=2.16.2
- torch >=1.13.1
- torchaudio >=1.13.1
- xarray >=2024.0.0
Used By
2
Package Information
License
CC-by-nc-4
First Release
April 13, 2023
Last Release
2 weeks ago
Last Commit
-
Latest Version
2.0.0b1
Total Releases
15
Contributors
-
Open PRs
-
Archived
-
Python Versions
3.10
3.11
3.12
3.13
Wheels
py3
Tracking Since
January 14, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh