Package Insights
Package Risks
- No releases in 614 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
59
Adoption
50
Community
75
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
102,374
•
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
102,374
Stars
455
Stars per 1k downloads
4.44
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
2,255
Month daily avg
3,412
Momentum
-33.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
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
623 days ago
Total releases
14
Releases/year
4.1
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
47
Monthly downloads
102,374
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
79
Issue Burden
0.0
per 1k stars
Discussions
15.4
per 1k stars
Fork Ratio
29.6%
contrib / forks
Stale Release
614d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
876
Windows
47
macOS
7
Python Versions
3.12
40.9%
373
3.11
31.0%
283
3.10
14.0%
128
3.13
13.4%
122
3.14
0.7%
6
Top Countries
1.
US
694
US
2.
SG
96
SG
3.
IN
24
IN
4.
CN
16
CN
5.
AU
15
AU
6.
NL
14
NL
7.
CA
13
CA
8.
HK
7
HK
9.
TW
7
TW
10.
RU
6
RU
Dependencies
13
- cdifflib
- editdistance
- inflect
- joblib
- pandas
- pynini ==2.1.6.post1
- regex
- sacremoses >=0.0.43
- setuptools >=65.5.1
- tqdm >=4.41.0
- transformers
- wget
- wrapt
26 optional dependencies
- black[all]
- black[test]
- click[test]
- click[all]
- isort[all]
- isort[test]
- parameterized[all]
- parameterized[test]
- pynini[test]
- pynini[all]
- pytest[all]
- pytest[test]
- pytest-runner[all]
- pytest-runner[test]
- ruamel-yaml[test]
- ruamel-yaml[all]
- sphinx[all]
- sphinx[test]
- sphinxcontrib-bibtex[test]
- sphinxcontrib-bibtex[all]
- wandb[test]
- wandb[all]
- wget[all]
- wget[test]
- wrapt[all]
- wrapt[test]
Used By
5
Package Information
License
Apache2
First Release
November 29, 2022
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
1.1.0
Total Releases
14
Contributors
47
Open PRs
5
Archived
No
Author
NVIDIA
Python Versions
3
3.8
3.9
Wheels
py3
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh