Downloads
Day
4.3K
Week
10.4K
Month
46.0K
Stars
8.3K
Forks
7.3K
Issues
0
Version
0.4.4.dev202402230613
Package Insights
Package Risks
- No releases in 789 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
84
Adoption
56
Community
100
How the maintenance status was determined
Last commit
14 days ago
Monthly downloads
46,039
•
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
46,039
Stars
8,262
Stars per 1k downloads
179.46
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
1,491
Month daily avg
1,535
Momentum
-2.9%
((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
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
803 days ago
Total releases
1,021
Releases/year
176.9
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
719
Monthly downloads
46,039
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
80
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.8%
contrib / forks
Stale Release
789d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1
Python Versions
3.12
100.0%
1
Top Countries
1.
DE
29
DE
2.
US
16
US
3.
CA
1
CA
4.
GB
1
GB
Dependencies
24
- absl-py >=0.10.0
- cython >=0.29.13
- fire >=0.3.1
- flatbuffers >=2.0
- librosa >=0.8.1
- lxml >=4.6.1
- matplotlib <3.5.0,>=3.0.3
- neural-structured-learning >=1.3.1
- numba >=0.53
- numpy <1.23.4,>=1.17.3
- pillow >=7.0.0
- pyyaml >=5.1
- scann ==1.2.6
- sentencepiece >=0.1.91
- six >=1.12.0
- tensorflow >=2.6.0
- tensorflow-datasets >=2.1.0
- tensorflow-hub <0.10,>=0.7.0
- tensorflowjs <3.19.0,>=2.4.0
- tensorflow-model-optimization >=0.5
- tfa-nightly
- tflite-support >=0.4.2
- tf-models-official ==2.3.0
- urllib3 !=1.25.0,!=1.25.1,<1.26,>=1.21.1
Used By
0
Not used by any tracked packages
Package Information
License
Apache 2.0
First Release
July 29, 2020
Last Release
2 years ago
Last Commit
2 weeks ago
Latest Version
0.4.4.dev202402230613
Total Releases
1,021
Contributors
719
Open PRs
136
Archived
No
Author
Google LLC
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh