Monthly downloads
3.3M
Weekly downloads
839.4K
GitHub stars
1.0K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
Apache 2.0
Last Release
6 months ago
Author
DeepMind
First Release
November 5, 2019
Total Releases
10
Python Versions
3.10
3.11
3.12
3.13
3.14
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
40
Popularity
60
Adoption
80
Community
50
Provenance
0
How the maintenance status was determined
Last commit
199 days ago
Monthly downloads
3,313,299
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
3,313,299
Stars
1,026
Stars per 1k downloads
0.31
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
119,913
Month daily avg
110,443
Momentum
+8.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
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
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
198 days ago
Total releases
10
Releases/year
1.4
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
24
Monthly downloads
3,313,299
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
51
Issue Burden
25.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
32.0%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
65.8K
macOS
676
Windows
539
Python Versions
3.12
50.2%
30.8K
3.10
21.6%
13.3K
3.11
19.4%
11.9K
3.13
4.4%
2.7K
3.9
4.4%
2.7K
Top Countries
1.
US
56.2K
US
2.
GB
2.5K
GB
3.
HU
2.0K
HU
4.
SE
1.9K
SE
5.
SG
1.4K
SG
6.
CA
949
CA
7.
IN
706
IN
8.
BE
693
BE
9.
NL
675
NL
10.
MY
658
MY
Weekly Downloads
GitHub Stars
Used By
116
- tensorflow-probability 899.0K/mo
- tensorflow-datasets 794.4K/mo
- dm-env 374.9K/mo
- tfp-nightly 371.6K/mo
- dm-control 299.3K/mo
- openpi-client 179.4K/mo
- tfds-nightly 95.3K/mo
- dp-accounting 53.8K/mo
- tensorflow-model-optimization 52.4K/mo
- boltz 48.0K/mo