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
102 days ago
Monthly downloads
3,189
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
3,189
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
120
Month daily avg
106
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
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
102 days ago
Total releases
6
Releases/year
7.4
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
3,189
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
25
Windows
2
macOS
2
Python Versions
3.11
44.8%
13
3.12
41.4%
12
3.10
6.9%
2
3.14
6.9%
2
Top Countries
1.
US
21
US
2.
DE
6
DE
3.
CN
2
CN
4.
FI
2
FI
5.
SG
2
SG
6.
TW
2
TW
7.
CA
1
CA
Dependencies
23
- beartype >=0.18.5
- black >=24.10.0
- boto3 >=1.34.69
- datasets >=2.17.1
- dill >=0.3.8
- einops >=0.7.0
- gluonts >=0.14.0
- isort >=5.13.2
- jaxtyping >=0.2.28
- matplotlib >=3.9.2
- mypy >=1.11.1
- pandas >=2.1.0
- pytest >=8.3.5
- pytest-env >=1.1.5
- pyyaml >=6.0.2
- rotary-embedding-torch >=0.8.6
- safetensors >=0.5.3
- scikit-learn >=1.5.0
- tabulate >=0.9.0
- torch >=2.1.0
- tqdm >=4.66.3
- types-pyyaml >=6.0.12.20240917
- types-tabulate >=0.9.0.20241207
Used By
1
Package Information
License
Unknown
First Release
July 14, 2025
Last Release
3 months ago
Last Commit
-
Latest Version
0.1.5
Total Releases
6
Contributors
-
Open PRs
-
Archived
-
Wheels
py3
Topics
-
Tracking Since
January 7, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh