No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
466
Week
5.6K
Month
39.9K
Stars
64.2K
Forks
19.8K
Issues
135
Version
0.30.0.dev202607041708
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
97
Adoption
46
Community
100
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
39,872
•
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
39,872
Stars
64,153
Stars per 1k downloads
1608.97
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
805
Month daily avg
1,329
Momentum
-39.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.11
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
Apache-2.0
•
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
3 days ago
Total releases
543
Releases/year
290.2
•
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
1,426
Monthly downloads
39,872
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
99
Issue Burden
2.1
per 1k stars
Discussions
1.4
per 1k stars
Fork Ratio
7.2%
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
43
Windows
6
macOS
4
Python Versions
3.12
73.6%
39
3.11
7.5%
4
3.14
7.5%
4
3.9
7.5%
4
3.13
3.8%
2
Top Countries
1.
US
229
US
2.
SG
116
SG
3.
GB
78
GB
4.
HK
26
HK
5.
CA
23
CA
6.
DE
20
DE
7.
CN
17
CN
8.
FR
15
FR
9.
JP
9
JP
10.
RU
7
RU
Dependencies
11
- absl-py
- kagglehub !=1.0.1
- kagglesdk ==0.1.28
- keras >=3.13
- numpy
- packaging
- regex
- rich
- sentencepiece
- tensorflow-text
- tokenizers
Used By
0
Not used by any tracked packages
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache-2.0
First Release
August 24, 2024
Last Release
4 days ago
Last Commit
1 week ago
Latest Version
0.30.0.dev202607041708
Total Releases
543
Contributors
1,426
Open PRs
92
Archived
No
Python Versions
3
3.10
3.11
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh