Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
Not specified
Licence
Apache 2.0
Last Release
1 month ago
Author
Google Inc.
First Release
June 10, 2019
Total Releases
74
Python Versions
3
3.10
3.11
3.12
3.13
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
69
Adoption
70
Community
90
Provenance
0
How the maintenance status was determined
Last commit
37 days ago
Monthly downloads
4,698,358
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
4,698,358
Stars
1,295
Stars per 1k downloads
0.28
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
155,192
Month daily avg
156,612
Momentum
-0.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 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
37 days ago
Total releases
74
Releases/year
10.1
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
128
Monthly downloads
4,698,358
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
71.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
34.0%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
153.2K
Windows
16
macOS
15
Python Versions
3.7
90.2%
136.9K
3.12
6.4%
9.8K
3.9
1.8%
2.8K
3.11
1.1%
1.6K
3.10
0.5%
804
Top Countries
1.
US
123.4K
US
2.
DE
20.1K
DE
3.
GB
8.0K
GB
4.
KR
1.1K
KR
5.
CN
663
CN
6.
NL
355
NL
7.
SE
144
SE
8.
FI
138
FI
9.
SG
116
SG
10.
IN
59
IN
Weekly Downloads
GitHub Stars *
Dependencies
1
- tensorflow <2.22,>=2.21.0
4 optional dependencies
-
absl-py[tests]extra == "tests"
-
pytest[tests]extra == "tests"
-
tensorflow-cpu<2.22,>=2.21.0[tensorflow-cpu]extra == "tensorflow-cpu"
-
tensorflow-datasets>=3.2.0[tests]extra == "tests"
Used By
39
- keras-hub 401.1K/mo
- seqio 305.3K/mo
- rasa 252.9K/mo
- keras-nlp-nightly 43.5K/mo
- seqio-nightly 39.7K/mo
- keras-hub-nightly 33.4K/mo
- tf-models-official 20.8K/mo
- lingvo 10.6K/mo
- praxis 6.5K/mo
- paxml 6.1K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords